Switched-capacitor neural networks for differential optimization. - Andrzej Cichocki; Rolf Unbehauen (Int. J. Circuit Theory Appl., 1991)

Neural networks for computing eigenvalues and eigenvectors. - Andrzej Cichocki; Rolf Unbehauen (Biol. Cybern., 1992)

Towards a Model for Multidatabase Transactions. - Marek Rusinkiewicz; Piotr Krychniak; Andrzej Cichocki (Int. J. Cooperative Inf. Syst., 1992)

Neural networks for optimization and signal processing. - Andrzej Cichocki; Rolf Unbehauen (Wiley, 1993)

Simplified neural networks for solving linear least squares and total least squares problems in real time. - Andrzej Cichocki; Rolf Unbehauen (IEEE Trans. Neural Networks, 1994)

A New Learning Algorithm for Blind Signal Separation. - Shun-ichi Amari; Andrzej Cichocki; Howard Hua Yang (NIPS, 1995)

Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction. - Andrzej Cichocki; Rolf Unbehauen; Markus Lendl; Klaus Weinzierl (Neurocomputing, 1995)

A Database Environment for Workflow Specification and Execution. - Dominique Jean; Andrzej Cichocki; Marek Rusinkiewicz (CODAS, 1996)

Recurrent least square learning for quasi-parallel principal component analysis. - Wlodzimierz Kasprzak; Andrzej Cichocki (ESANN, 1996)

Neural network approach to blind separation and enhancement of images. - Andrzej Cichocki; Wlodzimierz Kasprzak; Shun-ichi Amari (EUSIPCO, 1996)

Adaptive neural networks for robust estimation of parameters of noisy harmonic signals. - Andrzej Cichocki; Pawel Kostyla; Tadeusz Lobos; Zbigniew Waclawek (EUSIPCO, 1996)

Hidden image separation from incomplete image mixtures by independent component analysis. - Wlodzimierz Kasprzak; Andrzej Cichocki (ICPR, 1996)

Bounding the Effects of Compensation under Relaxed Multi-level Serializability. - Piotr Krychniak; Marek Rusinkiewicz; Andrzej Cichocki; Amit P. Sheth; Gomer Thomas (Distributed Parallel Databases, 1996)

Robust Image Association by Recurrent Neural Subnetworks. - Wladyslaw Skarbek; Andrzej Cichocki (Neural Process. Lett., 1996)

Adaptive On-line Learing Algorithm for Robust Estimation of Parameters of Noisy Sinusoidal Signals. - Tadeusz Lobos; Andrzej Cichocki; Pawel Kostyla; Zbigniew Waclawek (ICANN, 1997)

Rates of convergence of the recursive radial basis function networks. - Janusz Mazurek; Adam Krzyzak; Andrzej Cichocki (ICASSP, 1997)

Robust PCA neural networks for random noise reduction of the data. - Stanislaw Osowski; Andrzej Majkowski; Andrzej Cichocki (ICASSP, 1997)

Blind extraction of source signals with specified stochastic features. - Ruck Thawonmas; Andrzej Cichocki (ICASSP, 1997)

Dual cascade networks for blind signal extraction. - Andrzej Cichocki; Ruck Thawonmas; Shun-ichi Amari (ICNN, 1997)

Information backpropagation for blind separation of sources in nonlinear mixture. - Howard Hua Yang; Shun-ichi Amari; Andrzej Cichocki (ICNN, 1997)

Non-Holonomic Constraints in Learning Blind Source Separation. - Shun-ichi Amari; Ta Chen; Andrzej Cichocki (ICONIP (1), 1997)

Blind Source Separation and Deconvolution of Fast Sampled Signals. - Andrew D. Back; Andrzej Cichocki (ICONIP (1), 1997)

Natural Gradient Learning Algorithms for Decorrelation. - Seungjin Choi; Shun-ichi Amari; Andrzej Cichocki (ICONIP (1), 1997)

Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach. - Seungjin Choi; Andrzej Cichocki; Shun-ichi Amari (ICONIP (1), 1997)

On-line Adaptive Algorithms for Blind Equalization of Multi-Channel Systems. - Andrzej Cichocki; Jianting Cao; L. Sabala (ICONIP (1), 1997)

InfoSleuth: Semantic Integration of Information in Open and Dynamic Environments (Experience Paper). - Roberto J. Bayardo Jr.; William Bohrer; Richard S. Brice; Andrzej Cichocki; Jerry Fowler; Abdelsalam Helal; Vipul Kashyap; Tomasz Ksiezyk; Gale Martin; Marian H. Nodine; Mosfeq Rashid; Marek Rusinkiewicz; et al. (SIGMOD Conference, 1997)

The InfoSleuth Project. - Roberto J. Bayardo Jr.; William Bohrer; Richard S. Brice; Andrzej Cichocki; Jerry Fowler; Abdelsalam Helal; Vipul Kashyap; Tomasz Ksiezyk; Gale Martin; Marian H. Nodine; Mosfeq Rashid; Marek Rusinkiewicz; et al. (SIGMOD Conference, 1997)

Modified Herault-Jutten Algorithms for Blind Separation of Sources. - Andrzej Cichocki; Robert E. Bogner; Leszek Moszczynski; Kenneth J. Pope (Digit. Signal Process., 1997)

On Neural Blind Separation with Noise Suppression and Redundancy Reduction. - Juha Karhunen; Andrzej Cichocki; Wlodzimierz Kasprzak; Petteri Pajunen (Int. J. Neural Syst., 1997)

Blind Source Separation with Convolutive Noise Cancellation. - Wlodzimierz Kasprzak; Andrzej Cichocki; Shun-ichi Amari (Neural Comput. Appl., 1997)

Stability Analysis of Learning Algorithms for Blind Source Separation. - Shun-ichi Amari; Tianping Chen; Andrzej Cichocki (Neural Networks, 1997)

A Minor Component Analysis Algorithm. - Fa-Long Luo; Rolf Unbehauen; Andrzej Cichocki (Neural Networks, 1997)

Neural Networks for Solving Linear Inequality Systems. - Andrzej Cichocki; Andrzej Bargiela (Parallel Comput., 1997)

On-Line Step-Size Selection for Training of Adaptive Systems. - Scott C. Douglas; Andrzej Cichocki (IEEE Signal Process. Mag., 1997)

Neural networks for blind decorrelation of signals. - Scott C. Douglas; Andrzej Cichocki (IEEE Trans. Signal Process., 1997)

Two-stage Blind Deconvolution Using State-space Models. - Andrzej Cichocki; Liqing Zhang 001 (ICONIP, 1998)

Blind Separation of Filtered Sources Using State-Space Approach. - Liqing Zhang 001; Andrzej Cichocki (NIPS, 1998)

A Fixed-Point Algorithm for Independent Component Analysis which uses a priori Information. - Allan Kardec Barros; Andrzej Cichocki (SBRN, 1998)

Robust techniques for independent component analysis (ICA) with noisy data. - Andrzej Cichocki; Scott C. Douglas; Shun-ichi Amari (Neurocomputing, 1998)

A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals. - Seungjin Choi; Ruey-Wen Liu; Andrzej Cichocki (Neural Process. Lett., 1998)

Adaptive blind signal processing-neural network approaches. - Shun-ichi Amari; Andrzej Cichocki (Proc. IEEE, 1998)

Information-theoretic approach to blind separation of sources in non-linear mixture. - Howard Hua Yang; Shun-ichi Amari; Andrzej Cichocki (Signal Process., 1998)

A common neural-network model for unsupervised exploratory data analysis and independent component analysis. - Mark A. Girolami; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks, 1998)

Providing Customized Process and Situation Awareness in the Collaboration Management Infrastructure. - Donald Baker; Dimitrios Georgakopoulos 001; Hans Schuster; Anthony R. Cassandra; Andrzej Cichocki (CoopIS, 1999)

Providing Transactional Properties for Migrating Workflows. - Andrzej Cichocki; Marek Rusinkiewicz (DEXA Workshop, 1999)

Two spatio-temporal decorrelation learning algorithms and their application to multichannel blind deconvolution. - Seungjin Choi; Andrzej Cichocki; Shun-ichi Amari (ICASSP, 1999)

Blind separation and filtering using state space models. - Andrzej Cichocki; Liqing Zhang 001; Tomasz M. Rutkowski (ISCAS (5), 1999)

Robust batch algorithm for sequential blind extraction of noisy biomedical signals. - Andrzej Cichocki; Allan Kardec Barros (ISSPA, 1999)

Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems - Liqing Zhang 001; Shun-ichi Amari; Andrzej Cichocki (NIPS, 1999)

Learning in dynamic neural networks using signal flow graphs. - Stanislaw Osowski; Andrzej Cichocki (Int. J. Circuit Theory Appl., 1999)

Neural networks for blind separation with unknown number of sources. - Andrzej Cichocki; Juha Karhunen; Wlodzimierz Kasprzak; Ricardo Vigário (Neurocomputing, 1999)

Managing Process and Service Fusion in Virtual Enterprises. - Dimitrios Georgakopoulos 001; Hans Schuster; Andrzej Cichocki; Donald Baker (Inf. Syst., 1999)

An unsupervised hybrid network for blind separation of independent non-Gaussian source signals in multipath environment. - Seungjin Choi; Andrzej Cichocki (J. Commun. Networks, 1999)

Natural gradient algorithm for blind separation of overdetermined mixture with additive noise. - Liqing Zhang 001; Andrzej Cichocki; Shun-ichi Amari (IEEE Signal Process. Lett., 1999)

Self-whitening algorithms for adaptive equalization and deconvolution. - Scott C. Douglas; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Signal Process., 1999)

Process-Based Service Integration for Zero Latency Supply Chains in Virtual Enterprises. - Dimitrios Georgakopoulos 001; Andrzej Cichocki; Hans Schuster; Donald Baker (AIWoRC, 2000)

Modeling and Composing Service-Based nd Reference Process-Based Multi-enterprise Processes. - Hans Schuster; Dimitrios Georgakopoulos 001; Andrzej Cichocki; Donald Baker (CAiSE, 2000)

Local stability analysis of flexible independent component analysis algorithm. - Seungjin Choi; Andrzej Cichocki; Shun-ichi Amari (ICASSP, 2000)

Novel blind source separation algorithms using cumulants. - Sergio Cruces; Luis Castedo; Andrzej Cichocki (ICASSP, 2000)

Managing Escalation of Collaboration Processes in Crisis Mitigation Situations. - Dimitrios Georgakopoulos 001; Hans Schuster; Donald Baker; Andrzej Cichocki (ICDE, 2000)

The Collaboration Management Infrastructure. - Hans Schuster; Donald Baker; Andrzej Cichocki; Dimitrios Georgakopoulos 001; Marek Rusinkiewicz (ICDE, 2000)

Extraction of Statistically Dependent Sources with Temporal Structure. - Allan Kardec Barros; Andrzej Cichocki; Noboru Ohnishi (SBRN, 2000)

Process-based e-service integration. - Dimitrios Georgakopoulos 001; Andrzej Cichocki; Hans Schuster; Donald Baker (TES, 2000)

Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. - Shun-ichi Amari; Tianping Chen; Andrzej Cichocki (Neural Comput., 2000)

On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics. - Andrzej Cichocki; Ruck Thawonmas (Neural Process. Lett., 2000)

An iterative inversion approach to blind source separation. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Luis Castedo (IEEE Trans. Neural Networks Learn. Syst., 2000)

Flexible Independent Component Analysis. - Seungjin Choi; Andrzej Cichocki; Shun-ichi Amari (J. VLSI Signal Process., 2000)

Efficient extraction of evoked potentials by combination of Wiener filtering and subspace methods. - Andrzej Cichocki; Reda R. Gharieb; Tetsuya Hoya (ICASSP, 2001)

On-line EEG classification and sleep spindles detection using an adaptive recursive bandpass filter. - Reda R. Gharieb; Andrzej Cichocki (ICASSP, 2001)

Application of time-frequency distributions to the independent component analysis of ECG signals. - Assya Bousbia-Salah; Adel Belouchrani; Andrzej Cichocki (ISSPA, 2001)

Correlation matching approach to source separation in the presence of spatially correlated noise. - Seungjin Choi; Andrzej Cichocki (ISSPA, 2001)

Blind source separation via symmetric eigenvalue decomposition. - Pando G. Georgiev; Andrzej Cichocki (ISSPA, 2001)

The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. - Sergio Cruces; Andrzej Cichocki; Shun-ichi Amari (IWANN (2), 2001)

Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. - Liqing Zhang 001; Shun-ichi Amari; Andrzej Cichocki (IWANN (2), 2001)

Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal. - Sergiy A. Vorobyov; Andrzej Cichocki (Digit. Signal Process., 2001)

Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression. - Roman Rosipal; Mark A. Girolami; Leonard J. Trejo; Andrzej Cichocki (Neural Comput. Appl., 2001)

Extraction of Specific Signals with Temporal Structure. - Allan Kardec Barros; Andrzej Cichocki (Neural Comput., 2001)

Semiparametric model and superefficiency in blind deconvolution. - Liqing Zhang 001; Shun-ichi Amari; Andrzej Cichocki (Signal Process., 2001)

Noise reduction in brain evoked potentials based on third-order correlations. - Reda R. Gharieb; Andrzej Cichocki (IEEE Trans. Biomed. Eng., 2001)

Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications. - Andrzej Cichocki; Shun-ichi Amari (Wiley, 2002)

Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. - Pando G. Georgiev; Andrzej Cichocki (ICANN, 2002)

Robust blind source separation and dispersing algorithms. - Pando G. Georgiev; Andrzej Cichocki (ICASSP, 2002)

Advanced Process-Based Component Integration in Telcordia's Cable OSS. - Anne H. H. Ngu; Dimitrios Georgakopoulos 001; Donald Baker; Andrzej Cichocki; Joseph Desmarais; Peter Bates (ICDE, 2002)

Blind identification problems with constraints. - Andrzej Cichocki; Pando G. Georgiev (NNSP, 2002)

Blind signal extraction of signals with specified frequency band. - Andrzej Cichocki; Tomasz M. Rutkowski; Krzysztof Siwek (NNSP, 2002)

Neural Coding by Redundancy Reduction and Correlation. - Allan Kardec Barros; Andrzej Cichocki (SBRN, 2002)

Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis. - Sergiy A. Vorobyov; Andrzej Cichocki (Biol. Cybern., 2002)

Awareness Provisioning in Collaboration Management. - Donald Baker; Dimitrios Georgakopoulos 001; Hans Schuster; Andrzej Cichocki (Int. J. Cooperative Inf. Syst., 2002)

Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. - Jianting Cao; Noboru Murata; Shun-ichi Amari; Andrzej Cichocki; Tsunehiro Takeda (Neurocomputing, 2002)

Robust blind source separation algorithms using cumulants. - Sergio Cruces; Luis Castedo; Andrzej Cichocki (Neurocomputing, 2002)

Process-Based E-Service Composition for Modeling and Automating Zero Latency Supply Chains. - Dimitrios Georgakopoulos 001; Hans Schuster; Andrzej Cichocki; Donald Baker (Inf. Syst. Frontiers, 2002)

Equivariant nonstationary source separation. - Seungjin Choi; Andrzej Cichocki; Shun-ichi Amari (Neural Networks, 2002)

On a new blind signal extraction algorithm: different criteria and stability analysis. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Shun-ichi Amari (IEEE Signal Process. Lett., 2002)

Second Order Nonstationary Source Separation. - Seungjin Choi; Andrzej Cichocki; Adel Belouchrani (J. VLSI Signal Process., 2002)

Blind deconvolution of FIR channels with binary sources: a grouping decision approach. - Yuanqing Li 001; Andrzej Cichocki; Liqing Zhang 001 (ICASSP (4), 2003)

Sparse representation of images using alternating linear programming. - Yuanqing Li 001; Andrzej Cichocki (ISSPA (1), 2003)

Independent Residual Analysis for Temporally Correlated Signals. - Liqing Zhang 001; Andrzej Cichocki (IWANN (1), 2003)

Sparse Representation and Its Applications in Blind Source Separation. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari; Sergei L. Shishkin; Jianting Cao; Fanji Gu (NIPS, 2003)

An on-line algorithm for blind source extraction based on nonlinear prediction approach. - Danilo P. Mandic; Andrzej Cichocki; Uttachai Manmontri (NNSP, 2003)

Second-order statistics based blind source separation using a bank of subband filters. - Reda R. Gharieb; Andrzej Cichocki (Digit. Signal Process., 2003)

Approximate Maximum Likelihood Source Separation Using the Natural Gradient. - Seungjin Choi; Andrzej Cichocki; Liqing Zhang 001; Shun-ichi Amari (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Blind Source Separation Algorithms with Matrix Constraints. - Andrzej Cichocki; Pando G. Georgiev (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Robust Independent Component Analysis via Time-Delayed Cumulant Functions. - Pando G. Georgiev; Andrzej Cichocki (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Blind Separation and Extraction of Binary Sources. - Yuanqing Li 001; Andrzej Cichocki; Liqing Zhang 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003)

Wavelet-Like Receptive Fields Emerges by Non-Linear Minimization of Neuron Error. - Allan Kardec Barros; Andrzej Cichocki; Noboru Ohnishi (Int. J. Neural Syst., 2003)

A robust approach to independent component analysis of signals with high-level noise measurements. - Jianting Cao; Noboru Murata; Shun-ichi Amari; Andrzej Cichocki; Tsunehiro Takeda (IEEE Trans. Neural Networks, 2003)

Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. - Fabian J. Theis; Pando G. Georgiev; Andrzej Cichocki (ESANN, 2004)

Thin QR and SVD factorizations for simultaneous blind signal extraction. - Sergio Cruces; Andrzej Cichocki; Lieven De Lathauwer (EUSIPCO, 2004)

Blind Signal Separation and Extraction: Recent Trends, Future Perspectives, and Applications. - Andrzej Cichocki; Jacek M. Zurada (ICAISC, 2004)

Blind source separation and sparse component analysis of overcomplete mixtures. - Pando G. Georgiev; Fabian J. Theis; Andrzej Cichocki (ICASSP (5), 2004)

Subband decomposition independent component analysis and new performance criteria. - Toshihisa Tanaka 001; Andrzej Cichocki (ICASSP (5), 2004)

Blind Extraction of Sparse Images from under-determined Mixtures. - Wlodzimierz Kasprzak; Andrzej Cichocki; Adam F. Okazaki (ICCVG, 2004)

Beyond ICA: robust sparse signal representations. - Andrzej Cichocki; Yuanqing Li 001; Pando G. Georgiev; Shun-ichi Amari (ISCAS (5), 2004)

Sparse component analysis of overcomplete mixtures by improved basis pursuit method. - Pando G. Georgiev; Andrzej Cichocki (ISCAS (5), 2004)

Analysis of Sparse Representation and Blind Source Separation. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari (Neural Comput., 2004)

Blind source estimation of FIR channels for binary sources: a grouping decision approach. - Yuanqing Li 001; Andrzej Cichocki; Liqing Zhang 001 (Signal Process., 2004)

Blind source extraction from convolutive mixtures in ill-conditioned multi-input multi-output channels. - Yuanqing Li 001; Jun Wang 002; Andrzej Cichocki (IEEE Trans. Circuits Syst. I Regul. Pap., 2004)

From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks, 2004)

Guest Editorial Special Issue on Information Theoretic Learning. - José Carlos Príncipe; Erkki Oja; Lei Xu 001; Andrzej Cichocki; Deniz Erdogmus (IEEE Trans. Neural Networks, 2004)

Self-adaptive blind source separation based on activation functions adaptation. - Liqing Zhang 001; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks, 2004)

Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition. - Liqing Zhang 001; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Signal Process., 2004)

Early Detection of Alzheimer's Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals. - François B. Vialatte; Andrzej Cichocki; Gérard Dreyfus; Toshimitsu Musha; Sergei L. Shishkin; Rémi Gervais (ICANN (1), 2005)

A class of novel blind source extraction algorithms based on a linear predictor. - Wei Liu 001; Danilo P. Mandic; Andrzej Cichocki (ISCAS (4), 2005)

Blind Identification and Deconvolution for Noisy Two-Input Two-Output Channels. - Yuanqing Li 001; Andrzej Cichocki; Jianzhao Qin (ISNN (2), 2005)

ICA and Committee Machine-Based Algorithm for Cursor Control in a BCI System. - Jianzhao Qin; Yuanqing Li 001; Andrzej Cichocki (ISNN (1), 2005)

Awareness-Enabled Coordination. - Donald Baker; Andrzej Cichocki; Dimitrios Georgakopoulos 001; Marian H. Nodine (SAINT Workshops, 2005)

Blind source separation of acoustic signals in realistic environments based on ICA in the time-frequency domain. - Shuxue Ding; Andrzej Cichocki; Jie Huang 012; Daming Wei (Int. J. Pervasive Comput. Commun., 2005)

Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement. - Tetsuya Hoya; Toshihisa Tanaka 001; Andrzej Cichocki; Takahiro Murakami; Gen Hori; Jonathon A. Chambers (IEEE Trans. Speech Audio Process., 2005)

Sparse component analysis and blind source separation of underdetermined mixtures. - Pando G. Georgiev; Fabian J. Theis; Andrzej Cichocki (IEEE Trans. Neural Networks, 2005)

Awareness-based Collaboration Driving Process-based Coordination. - Dimitrios Georgakopoulos 001; Marian H. Nodine; Donald Baker; Andrzej Cichocki (CollaborateCom, 2006)

Awareness-Enabled Coordination for Large Scale Collaboration Management. - Dimitrios Georgakopoulos 001; Marian H. Nodine; Donald Baker; Andrzej Cichocki (CTS, 2006)

Removal of ocular artifacts for high resolution EEG studies: a simulation study. - Laura Astolfi; Febo Cincotti; Donatella Mattia; Fabio Babiloni; Maria Grazia Marciani; Fabrizio de Vico Fallani; Marco Mattiocco; Fumikazu Miwakeichi; Yoko Yamaguchi; Pablo Martinez; Serenella Salinari; Andrea Tocci; et al. (EMBC, 2006)

Single trial method for Brain-Computer Interface. - Arao Funase; Tohru Yagi; Allan Kardec Barros; Andrzej Cichocki; Ichi Takumi (EMBC, 2006)

Global signal elimination from ELF band electromagnetic signals by Independent Component Analysis. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa; Masayasu Hata (EUSIPCO, 2006)

Bayesian estimation of the number of principal components. - Abd-Krim Seghouane; Andrzej Cichocki (EUSIPCO, 2006)

Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. - Andrzej Cichocki; Rafal Zdunek; Shun-ichi Amari (ICA, 2006)

Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR. - Arao Funase; Tohru Yagi; Motoaki Mouri; Allan Kardec Barros; Andrzej Cichocki; Ichi Takumi (ICA, 2006)

K-EVD Clustering and Its Applications to Sparse Component Analysis. - Zhaoshui He; Andrzej Cichocki (ICA, 2006)

Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari; Cuntai Guan (ICA, 2006)

Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa; Masayasu Hata (ICA, 2006)

Extended SMART Algorithms for Non-negative Matrix Factorization . - Andrzej Cichocki; Shun-ichi Amari; Rafal Zdunek; Raul Kompass; Gen Hori; Zhaoshui He (ICAISC, 2006)

Non-negative Matrix Factorization with Quasi-Newton Optimization. - Rafal Zdunek; Andrzej Cichocki (ICAISC, 2006)

Nonnegative Matrix Factorization for Motor Imagery EEG Classification. - Hyekyoung Lee; Andrzej Cichocki; Seungjin Choi (ICANN (2), 2006)

Constrained non-Negative Matrix Factorization Method for EEG Analysis in Early Detection of Alzheimer Disease. - Zhe (Sage) Chen; Andrzej Cichocki; Tomasz M. Rutkowski (ICASSP (5), 2006)

Iterative Projection Approximation Algorithms for PCA. - Seungjin Choi; Jong-Hoon Ahn; Andrzej Cichocki (ICASSP (5), 2006)

New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation. - Andrzej Cichocki; Rafal Zdunek; Shun-ichi Amari (ICASSP (5), 2006)

On-Line K-PLANE Clustering Learning Algorithm for Sparse Comopnent Analysis. - Yoshikazu Washizawa; Andrzej Cichocki (ICASSP (5), 2006)

K-Hyperplanes Clustering and Its Application to Sparse Component Analysis. - Zhaoshui He; Andrzej Cichocki; Shengli Xie (ICONIP (1), 2006)

Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer's Disease. - François B. Vialatte; Andrzej Cichocki (ICONIP (3), 2006)

An analysis of the CCA approach for blind source separation and its adaptive realization. - Wei Liu 001; Danilo P. Mandic; Andrzej Cichocki (ISCAS, 2006)

Blind source extraction of instantaneous noisy mixtures using a linear predictor. - Wei Liu 001; Danilo P. Mandic; Andrzej Cichocki (ISCAS, 2006)

Visualization of Dynamic Brain Activities Based on the Single-Trial MEG and EEG Data Analysis. - Jianting Cao; Liangyu Zhao; Andrzej Cichocki (ISNN (2), 2006)

Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach. - Tomasz M. Rutkowski; François B. Vialatte; Andrzej Cichocki; Danilo P. Mandic; Allan Kardec Barros (KES (3), 2006)

A Flexible Method for Envelope Estimation in Empirical Mode Decomposition. - Yoshikazu Washizawa; Toshihisa Tanaka 001; Danilo P. Mandic; Andrzej Cichocki (KES (3), 2006)

From Events to Awareness. - Donald Baker; Dimitrios Georgakopoulos 001; Marian H. Nodine; Andrzej Cichocki (SCW, 2006)

Constrained Projection Approximation Algorithms for Principal Component Analysis. - Seungjin Choi; Jong-Hoon Ahn; Andrzej Cichocki (Neural Process. Lett., 2006)

Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis. - Wakako Nakamura; Kimitaka Anami; Takeyuki Mori; Osamu Saitoh; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Biomed. Eng., 2006)

A near real-time approach for convolutive blind source separation. - Shuxue Ding; Jie Huang 012; Daming Wei; Andrzej Cichocki (IEEE Trans. Circuits Syst. I Regul. Pap., 2006)

Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures. - Wei Liu 001; Danilo P. Mandic; Andrzej Cichocki (IEEE Trans. Circuits Syst. II Express Briefs, 2006)

Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. - Yuanqing Li 001; Shun-ichi Amari; Andrzej Cichocki; Cuntai Guan (IEEE Trans. Inf. Theory, 2006)

Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks, 2006)

Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals. - Maria G. Jafari; Wenwu Wang 001; Jonathon A. Chambers; Tetsuya Hoya; Andrzej Cichocki (IEEE Trans. Signal Process., 2006)

Underdetermined blind source separation based on sparse representation. - Yuanqing Li 001; Shun-ichi Amari; Andrzej Cichocki; Daniel W. C. Ho; Shengli Xie (IEEE Trans. Signal Process., 2006)

Applying Non-negative Matrix Factorization for global signal elimination from electromagnetic signals. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa; Masayasu Hata (EUSIPCO, 2007)

Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. - Andrzej Cichocki; Rafal Zdunek; Shun-ichi Amari (ICA, 2007)

Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. - Andrzej Cichocki; Rafal Zdunek; Seungjin Choi; Robert J. Plemmons; Shun-ichi Amari (ICANNGA (2), 2007)

Epileptic Seizure Prediction Using Lyapunov Exponents and Support Vector Machine. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Cichocki; Andrzej Rysz (ICANNGA (2), 2007)

Non-Negative Tensor Factorization using Alpha and Beta Divergences. - Andrzej Cichocki; Rafal Zdunek; Seungjin Choi; Robert J. Plemmons; Shun-ichi Amari (ICASSP (3), 2007)

A Novel Measure for Synchrony and its Application to Neural Signals. - Justin Dauwels; François B. Vialatte; Andrzej Cichocki (ICASSP (4), 2007)

EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts. - François B. Vialatte; Jordi Solé-Casals; Andrzej Cichocki (ICASSP (4), 2007)

A Unifying Approach to the Derivation of the Class of PNLMS Algorithms. - Beth Jelfs; Danilo P. Mandic; Andrzej Cichocki (DSP, 2007)

Sparse Super Symmetric Tensor Factorization. - Andrzej Cichocki; Marko Jankovic; Rafal Zdunek; Shun-ichi Amari (ICONIP (1), 2007)

Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. - Andrzej Cichocki; Anh Huy Phan 001; Rafal Zdunek; Liqing Zhang 001 (ICONIP (1), 2007)

A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG. - Justin Dauwels; François B. Vialatte; Andrzej Cichocki (ICONIP (1), 2007)

Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis. - Marko Jankovic; Pablo Martinez; Zhe (Sage) Chen; Andrzej Cichocki (ICONIP (1), 2007)

Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. - Rafal Zdunek; Andrzej Cichocki (ICONIP (2), 2007)

A New Nonlinear Similarity Measure for Multichannel Biological Signals. - Jian-Wu Xu; Hovagim Bakardjian; Andrzej Cichocki; José C. Príncipe (IJCNN, 2007)

Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. - Andrzej Cichocki; Rafal Zdunek (ISNN (3), 2007)

An Efficient K -Hyperplane Clustering Algorithm and Its Application to Sparse Component Analysis. - Zhaoshui He; Andrzej Cichocki (ISNN (2), 2007)

Measuring Neural Synchrony by Message Passing. - Justin Dauwels; François B. Vialatte; Tomasz M. Rutkowski; Andrzej Cichocki (NIPS, 2007)

Event-driven Video Awareness Providing Physical Security. - Dimitrios Georgakopoulos 001; Donald Baker; Marian H. Nodine; Andrzej Cichocki (World Wide Web, 2007)

Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications. - Fabio Babiloni; Andrzej Cichocki; Shangkai Gao (Comput. Intell. Neurosci., 2007)

Statistical Modeling and Analysis of Laser-Evoked Potentials of Electrocorticogram Recordings from Awake Humans. - Zhe Chen 001; Shinji Ohara; Jianting Cao; François-Benoît Vialatte; Fred Lenz; Andrzej Cichocki (Comput. Intell. Neurosci., 2007)

EEG/MEG Signal Processing. - Andrzej Cichocki; Saeid Sanei (Comput. Intell. Neurosci., 2007)

Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm. - Pablo Martinez; Hovagim Bakardjian; Andrzej Cichocki (Comput. Intell. Neurosci., 2007)

Novel Features for Brain-Computer Interfaces. - Wei Lee Woon; Andrzej Cichocki (Comput. Intell. Neurosci., 2007)

Algorithms with high order convergence speed for blind source extraction. - Pando G. Georgiev; Panos M. Pardalos; Andrzej Cichocki (Comput. Optim. Appl., 2007)

Advances in Blind Source Separation. - Andrzej Cichocki; Frank Ehlers (EURASIP J. Adv. Signal Process., 2007)

Robust Sparse Component Analysis Based on a Generalized Hough Transform. - Fabian J. Theis; Pando G. Georgiev; Andrzej Cichocki (EURASIP J. Adv. Signal Process., 2007)

Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches. - Andrzej Cichocki; Rafal Zdunek (Int. J. Neural Syst., 2007)

Nonnegative Tensor Factorization for Continuous EEG Classification. - Hyekyoung Lee; Yong-Deok Kim; Andrzej Cichocki; Seungjin Choi (Int. J. Neural Syst., 2007)

Nonnegative matrix factorization with constrained second-order optimization. - Rafal Zdunek; Andrzej Cichocki (Signal Process., 2007)

Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation. - Zhaoshui He; Shengli Xie; Shuxue Ding; Andrzej Cichocki (IEEE Trans. Speech Audio Process., 2007)

Analysis and Online Realization of the CCA Approach for Blind Source Separation. - Wei Liu 001; Danilo P. Mandic; Andrzej Cichocki (IEEE Trans. Neural Networks, 2007)

Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals. - Da-Zheng Feng; Wei Xing Zheng 001; Andrzej Cichocki (IEEE Trans. Signal Process., 2007)

Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. - Hualiang Li; Tülay Adali; Wei Wang 018; Darren Emge; Andrzej Cichocki (J. VLSI Signal Process., 2007)

Analyzing brain signals by combinatorial optimization. - Justin Dauwels; François B. Vialatte; Theophane Weber; Andrzej Cichocki (Allerton, 2008)

Investigation of ICA Algorithms for Feature Extraction of EEG Signals in Discrimination of Alzheimer Disease. - Jordi Solé i Casals; François B. Vialatte; Zhe (Sage) Chen; Andrzej Cichocki (BIOSIGNALS (1), 2008)

When is non-negative matrix decomposition unique? - Scott Rickard; Andrzej Cichocki (CISS, 2008)

Fast Multi-command SSVEP Brain Machine Interface without Training. - Pablo Martinez Vasquez; Hovagim Bakardjian; Montserrat Vallverdú; Andrzej Cichocki (ICANN (2), 2008)

On the synchrony of empirical mode decompositions with application to electroencephalography. - Justin Dauwels; Tomasz M. Rutkowski; François B. Vialatte; Andrzej Cichocki (ICASSP, 2008)

Nonnegative Tucker decomposition with alpha-divergence. - Yong-Deok Kim; Andrzej Cichocki; Seungjin Choi (ICASSP, 2008)

EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique. - Tomasz M. Rutkowski; Danilo P. Mandic; Andrzej Cichocki; Andrzej W. Przybyszewski (ICIC (1), 2008)

On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. - Justin Dauwels; Yuki Tsukada; Yuichi Sakumura; Shin Ishii; Kazuhiro Aoki; Takeshi Nakamura; Michiyuki Matsuda; François B. Vialatte; Andrzej Cichocki (ICONIP (1), 2008)

On Similarity Measures for Spike Trains. - Justin Dauwels; François B. Vialatte; Theophane Weber; Andrzej Cichocki (ICONIP (1), 2008)

An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. - Justin Dauwels; François B. Vialatte; Theophane Weber; Andrzej Cichocki (ICONIP (1), 2008)

Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI. - Arao Funase; Motoaki Mouri; Tohru Yagi; Andrzej Cichocki; Ichi Takumi (ICONIP (2), 2008)

Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. - Tomasz M. Rutkowski; Andrzej Cichocki; Toshihisa Tanaka 001; Anca L. Ralescu; Danilo P. Mandic (ICONIP (1), 2008)

Improving the Quality of EEG Data in Patients with Alzheimer's Disease Using ICA. - François B. Vialatte; Jordi Solé i Casals; Monique Maurice; Charles-François Vincent Latchoumane; Nigel R. Hudson; Sunil Wimalaratna; Jaeseung Jeong 002; Andrzej Cichocki (ICONIP (2), 2008)

Improved Sparse Bump Modeling for Electrophysiological Data. - François B. Vialatte; Justin Dauwels; Jordi Solé i Casals; Monique Maurice; Andrzej Cichocki (ICONIP (1), 2008)

Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). - François B. Vialatte; Monique Maurice; Justin Dauwels; Andrzej Cichocki (ICONIP (1), 2008)

Control of a Wheelchair by Motor Imagery in Real Time. - Kyuwan Choi; Andrzej Cichocki (IDEAL, 2008)

Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals. - Motoaki Mouri; Arao Funase; Ichi Takumi; Andrzej Cichocki; Hiroshi Yasukawa; Masayasu Hata (IGARSS (5), 2008)

Single-class SVM classifier for localization of epileptic focus on the basis of EEG. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Cichocki; Andrzej Rysz (IJCNN, 2008)

Incremental Common Spatial Pattern algorithm for BCI. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki; Jie Li 016 (IJCNN, 2008)

Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm. - Rafal Zdunek; Zhaoshui He; Andrzej Cichocki (ISBI, 2008)

CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. - Zhaoshui He; Andrzej Cichocki; Rafal Zdunek; Jianting Cao (ISNN (1), 2008)

Fast and Efficient Algorithms for Nonnegative Tucker Decomposition. - Anh Huy Phan 001; Andrzej Cichocki (ISNN (2), 2008)

EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method. - Charles-François Vincent Latchoumane; François B. Vialatte; Jaeseung Jeong 002; Andrzej Cichocki (World Congress on Engineering (Selected Papers), 2008)

Split-test Bonferroni correction for QEEG statistical maps. - François B. Vialatte; Andrzej Cichocki (Biol. Cybern., 2008)

Advances in Nonnegative Matrix and Tensor Factorization. - Andrzej Cichocki; Morten Mørup; Paris Smaragdis; Wenwu Wang 001; Rafal Zdunek (Comput. Intell. Neurosci., 2008)

Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems. - Rafal Zdunek; Andrzej Cichocki (Comput. Intell. Neurosci., 2008)

Noninvasive BCIs: Multiway Signal-Processing Array Decompositions. - Andrzej Cichocki; Yoshikazu Washizawa; Tomasz M. Rutkowski; Hovagim Bakardjian; Anh Huy Phan 001; Seungjin Choi; Hyekyoung Lee; Qibin Zhao; Liqing Zhang 001; Yuanqing Li 001 (Computer, 2008)

Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa; Masayasu Hata (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008)

Sparse blind identification and separation by using adaptive K-orthodrome clustering. - Yoshikazu Washizawa; Andrzej Cichocki (Neurocomputing, 2008)

Nonnegative matrix factorization with quadratic programming. - Rafal Zdunek; Andrzej Cichocki (Neurocomputing, 2008)

Introduction to the Issue on fMRI Analysis for Human Brain Mapping. - Tülay Adali; Z. Jane Wang 001; Martin J. McKeown; Philippe Ciuciu; Lars Kai Hansen; Andrzej Cichocki; Vincent D. Calhoun (IEEE J. Sel. Top. Signal Process., 2008)

A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations. - Zhaoshui He; Shengli Xie; Liqing Zhang 001; Andrzej Cichocki (Neural Comput., 2008)

A new nonlinear similarity measure for multichannel signals. - Jian-Wu Xu; Hovagim Bakardjian; Andrzej Cichocki; José C. Príncipe (Neural Networks, 2008)

Non-negative matrix factorization with alpha-divergence. - Andrzej Cichocki; Hyekyoung Lee; Yong-Deok Kim; Seungjin Choi (Pattern Recognit. Lett., 2008)

Nonnegative Matrix and Tensor Factorization [Lecture Notes]. - Andrzej Cichocki; Rafal Zdunek; Shun-ichi Amari (IEEE Signal Process. Mag., 2008)

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. - Yuanqing Li 001; Andrzej Cichocki; Shun-ichi Amari; Shengli Xie; Cuntai Guan (IEEE Trans. Neural Networks, 2008)

Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals. - Rafal Zdunek; Andrzej Cichocki (IEEE Trans. Signal Process., 2008)

Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. - Andrzej Cichocki; Rafal Zdunek; Anh Huy Phan 001; Shun-ichi Amari (Wiley, 2009)

Coherency and Sharpness Measures by using ICA Algorithms - An Investigation for Alzheimer's Disease Discrimination. - Jordi Solé i Casals; François B. Vialatte; Zhe (Sage) Chen; Andrzej Cichocki (BIOSIGNALS, 2009)

Implementation of matrix factorization based on minimizing quasi-absolute distance for electromagnetic global signal elimination. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa; Masayasu Hata (EUSIPCO, 2009)

Multichannel spectral pattern separation - An EEG processing application -. - Tomasz M. Rutkowski; Andrzej Cichocki; Toshihisa Tanaka 001; Danilo P. Mandic; Jianting Cao; Anca L. Ralescu (ICASSP, 2009)

Multilinear generalization of Common Spatial Pattern. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki (ICASSP, 2009)

A compressive sensing approach for progressive transmission of images. - Saeid Sanei; Anh Huy Phan 001; Jen-Lung Lo; Vahid Abolghasemi; Andrzej Cichocki (DPS, 2009)

Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals. - Arao Funase; Motoaki Mouri; Andrzej Cichocki; Ichi Takumi (ICONIP (1), 2009)

Advances in PARAFAC Using Parallel Block Decomposition. - Anh Huy Phan 001; Andrzej Cichocki (ICONIP (1), 2009)

Local Learning Rules for Nonnegative Tucker Decomposition. - Anh Huy Phan 001; Andrzej Cichocki (ICONIP (1), 2009)

Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains. - Qibin Zhao; Cesar F. Caiafa; Andrzej Cichocki; Liqing Zhang 001; Anh Huy Phan 001 (ICONIP (1), 2009)

Blind Source Extraction using Spatio-temporal Inverse Filter. - Yoshikazu Washizawa; Yukihiko Yamashita; Andrzej Cichocki (ISCAS, 2009)

NeuroMath: Advanced Methods for the Estimation of Human Brain Activity and Connectivity. - Laura Astolfi; Andrzej Cichocki; Fabio Babiloni (Comput. Intell. Neurosci., 2009)

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations. - Andrzej Cichocki; Anh Huy Phan 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Kernel nonnegative matrix factorization for spectral EEG feature extraction. - Hyekyoung Lee; Andrzej Cichocki; Seungjin Choi (Neurocomputing, 2009)

Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus. - Bartosz Swiderski; Stanislaw Osowski; Andrzej Cichocki; Andrzej Rysz (Neurocomputing, 2009)

Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP. - Cesar F. Caiafa; Andrzej Cichocki (Neural Comput., 2009)

Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes. - Justin Dauwels; François B. Vialatte; Theophane Weber; Andrzej Cichocki (Neural Comput., 2009)

Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes. - Justin Dauwels; François B. Vialatte; Theophane Weber; Toshimitsu Musha; Andrzej Cichocki (Neural Comput., 2009)

K-hyperline clustering learning for sparse component analysis. - Zhaoshui He; Andrzej Cichocki; Yuanqing Li 001; Shengli Xie; Saeid Sanei (Signal Process., 2009)

Improved FOCUSS Method With Conjugate Gradient Iterations. - Zhaoshui He; Andrzej Cichocki; Rafal Zdunek; Shengli Xie (IEEE Trans. Signal Process., 2009)

A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance. - Wenwu Wang 001; Andrzej Cichocki; Jonathon A. Chambers (IEEE Trans. Signal Process., 2009)

ICA Cleaning Procedure for EEG Signals Analysis - Application to Alzheimer's Disease Detection. - Jordi Solé-Casals; François B. Vialatte; Johannes Pantel; David Prvulovic; Corinna Haenschel; Andrzej Cichocki (BIOSIGNALS, 2010)

Sparse Bump Modeling of mildAD Patients - Modeling Transient Oscillations in the EEG of Patients with Mild Alzheimer's Disease. - François-Benoît Vialatte; Charles-François Vincent Latchoumane; Nigel R. Hudson; Sunil Wimalaratna; Jordi Solé-Casals; Jaeseung Jeong 002; Andrzej Cichocki (BIOSIGNALS, 2010)

EOG-related noise rejection in EEG signal with eye movement task by tensor product expansion with absolute error. - Akitoshi Itai; Arao Funase; Andrzej Cichocki; Hiroshi Yasukawa (EUSIPCO, 2010)

Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential. - Fengyu Cong; Anh Huy Phan 001; Heikki Lyytinen; Tapani Ristaniemi; Andrzej Cichocki (LVA/ICA, 2010)

Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain. - Ivica Kopriva; Andrzej Cichocki (LVA/ICA, 2010)

Sequential Coordinate-Wise DNMF for Face Recognition. - Rafal Zdunek; Andrzej Cichocki (ICAISC (1), 2010)

Quantifying EEG synchrony using copulas. - Satish G. Iyengar; Justin Dauwels; Pramod K. Varshney; Andrzej Cichocki (ICASSP, 2010)

Separation of EOG artifacts from EEG signals using bivariate EMD. - Md. Khademul Islam Molla; Toshihisa Tanaka 001; Tomasz M. Rutkowski; Andrzej Cichocki (ICASSP, 2010)

Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis. - Arao Funase; Motoaki Mouri; Andrzej Cichocki; Ichi Takumi (ICONIP (2), 2010)

A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. - Yunjun Nam; Qibin Zhao; Andrzej Cichocki; Seungjin Choi (ICONIP (2), 2010)

Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. - Anh Huy Phan 001; Andrzej Cichocki; Rafal Zdunek; Thanh Vu Dinh (ICONIP (1), 2010)

Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification. - Yoshikazu Washizawa; Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Andrzej Cichocki (ICONIP (2), 2010)

Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials. - Fengyu Cong; Anh Huy Phan 001; Andrzej Cichocki; Heikki Lyytinen; Tapani Ristaniemi (IJCNN, 2010)

Reduction of broadband noise in speech signals by multilinear subspace analysis. - Yusuke Sato; Tetsuya Hoya; Hovagim Bakardjian; Andrzej Cichocki (INTERSPEECH, 2010)

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials. - Fengyu Cong; Igor Kalyakin; Anh Huy Phan 001; Andrzej Cichocki; Tiina Huttunen-Scott; Heikki Lyytinen; Tapani Ristaniemi (ISNN (2), 2010)

Nonnegative DEDICOM Based On Tensor Decompositions for Social Networks Exploration. - Anh Huy Andrzej; Andrzej Cichocki; Thanh Vu Dinh (Aust. J. Intell. Inf. Process. Syst., 2010)

Mind Flipper: An EEG-Based Brain Computer Interface for Page-Turning During Presentation. - Yunjun Nam; Hyohyeong Kang; Qibin Zhao; Andrzej Cichocki; Seungjin Choi (Aust. J. Intell. Inf. Process. Syst., 2010)

Damped Newton Iterations for Nonnegative Matrix Factorization. - Rafal Zdunek; Anh Huy Phan 001; Andrzej Cichocki (Aust. J. Intell. Inf. Process. Syst., 2010)

Signal Processing for Neural Spike Trains. - Theodore W. Berger; Zhe (Sage) Chen; Andrzej Cichocki; Karim G. Oweiss; Rodrigo Quian Quiroga; Nitish V. Thakor (Comput. Intell. Neurosci., 2010)

Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities. - Andrzej Cichocki; Shun-ichi Amari (Entropy, 2010)

Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis. - Tomasz M. Rutkowski; Danilo P. Mandic; Andrzej Cichocki; Andrzej W. Przybyszewski (J. Circuits Syst. Comput., 2010)

A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. - Justin Dauwels; François-Benoît Vialatte; Toshimitsu Musha; Andrzej Cichocki (NeuroImage, 2010)

Detecting the Number of Clusters in n-Way Probabilistic Clustering. - Zhaoshui He; Andrzej Cichocki; Shengli Xie; Kyuwan Choi (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics. - Soroush Javidi; Danilo P. Mandic; Andrzej Cichocki (IEEE Trans. Circuits Syst. I Regul. Pap., 2010)

Guest Editorial Special Section on Blind Signal Processing and Its Applications. - Shoji Makino; Andrzej Cichocki; Wei Xing Zheng 001; Aurelio Uncini (IEEE Trans. Circuits Syst. I Regul. Pap., 2010)

Blind extraction of global signal from multi-channel noisy observations. - Yoshikazu Washizawa; Yukihiko Yamashita; Toshihisa Tanaka 001; Andrzej Cichocki (IEEE Trans. Neural Networks, 2010)

Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease. - Mohamed Elgendi; François B. Vialatte; Andrzej Cichocki; Charles-François Vincent Latchoumane; Jaeseung Jeong 002; Justin Dauwels (EMBC, 2011)

EEG auditory steady state responses classification for the novel BCI. - Hiroshi Higashi; Tomasz M. Rutkowski; Yoshikazu Washizawa; Andrzej Cichocki; Toshihisa Tanaka 001 (EMBC, 2011)

Information theory related learning. - Thomas Villmann; José C. Príncipe; Andrzej Cichocki (ESANN, 2011)

A saccade-related noise reduction in EEG signals using outer product expansion with reference signal. - Akitoshi Itai; Arao Funase; Andrzej Cichocki; Hiroshi Yasukawa (EUSIPCO, 2011)

Multi-channel EEG compression based on matrix and tensor decompositions. - Justin Dauwels; K. Srinivasan 002; M. Ramasubba Reddy; Andrzej Cichocki (ICASSP, 2011)

Novel hierarchical ALS algorithm for nonnegative tensor factorization. - Anh Huy Phan 001; Andrzej Cichocki; Kiyotoshi Matsuoka; Jianting Cao (ICASSP, 2011)

Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (ICASSP, 2011)

Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. - Arao Funase; Andrzej Cichocki; Ichi Takumi (ICONIP (1), 2011)

A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition. - Qiang Wu 009; Liqing Zhang 001; Andrzej Cichocki (ICONIP (2), 2011)

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. - Yu Zhang 009; Guoxu Zhou; Qibin Zhao; Akinari Onishi; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (ICONIP (1), 2011)

A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. - Qibin Zhao; Akinari Onishi; Yu Zhang 009; Jianting Cao; Liqing Zhang 001; Andrzej Cichocki (ICONIP (1), 2011)

Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm. - Motoaki Mouri; Arao Funase; Andrzej Cichocki; Ichi Takumi; Hiroshi Yasukawa (IGARSS, 2011)

Application of Multivariate Empirical Mode Decomposition for Cleaning Eye Blinks Artifacts from EEG Signals. - Esteve Gallego-Jutglà; Jordi Solé-Casals; Tomasz M. Rutkowski; Andrzej Cichocki (IJCCI (NCTA), 2011)

Neurodynamics of Emotional Judgments in the Human Brain. - Kazuko Hiyoshi-Taniguchi; François-Benoît Vialatte; M. Kawasaki; Hironori Fukuyama; Andrzej Cichocki (IJCCI (NCTA), 2011)

Concatenation Method for High-temporal Resolution SSVEP-BCI. - Yohei Tomita; Antoine Gaume; Hovagim Bakardjian; Monique Maurice; Andrzej Cichocki; Yoko Yamaguchi; Gérard Dreyfus; François-Benoît Maurice (IJCCI (NCTA), 2011)

Advances in content transformation in heterogeneous tactical wireless networks. - Ta Chen; Andrzej Cichocki; Sharanya Eswaran; Vikram Kaul; Yow-Jian Lin; Sunil Samtani; David Shur; Jeffrey Bowcock (MILCOM, 2011)

Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection. - Fengyu Cong; Zhaoshui He; Jarmo A. Hämäläinen; Andrzej Cichocki; Tapani Ristaniemi (MLSP, 2011)

Inferring Brain Networks through Graphical Models with Hidden Variables. - Justin Dauwels; Hang Yu 002; Xueou Wang; François B. Vialatte; Charles-François Vincent Latchoumane; Jaeseung Jeong 002; Andrzej Cichocki (MLINI, 2011)

Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach. - Qibin Zhao; Cesar F. Caiafa; Danilo P. Mandic; Liqing Zhang 001; Tonio Ball; Andreas Schulze-Bonhage; Andrzej Cichocki (NIPS, 2011)

Emotional empathy transition patterns from human brain responses in interactive communication situations - Brain-computer and machine interactive interfacing approach. - Tomasz M. Rutkowski; Andrzej Cichocki; Danilo P. Mandic; Toyoaki Nishida (AI Soc., 2011)

Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain-machine interfacing paradigms. - Tomasz M. Rutkowski; Toshihisa Tanaka 001; Andrzej Cichocki; Donna Erickson; Jianting Cao; Danilo P. Mandic (Comput. Hum. Behav., 2011)

Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing. - Fabio Babiloni; Andrzej Cichocki; Saeid Sanei; Laura Astolfi; Febo Cincotti; Sara González Andino (Comput. Intell. Neurosci., 2011)

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. - Andrzej Cichocki; Sergio Cruces; Shun-ichi Amari (Entropy, 2011)

Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". - Sergio Cruces; Andrzej Cichocki (Neurocomputing, 2011)

Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification. - Anh Huy Phan 001; Andrzej Cichocki (Neurocomputing, 2011)

PARAFAC algorithms for large-scale problems. - Anh Huy Phan 001; Andrzej Cichocki (Neurocomputing, 2011)

Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering. - Zhaoshui He; Shengli Xie; Rafal Zdunek; Guoxu Zhou; Andrzej Cichocki (IEEE Trans. Neural Networks, 2011)

Higher-order PLS for classification of ERPs with application to BCIs. - Qibin Zhao; Liqing Zhang 001; Jianting Cao; Andrzej Cichocki (APSIPA, 2012)

Canonical Polyadic Decomposition: From 3-way to N-Way. - Guoxu Zhou; Zhaoshui He; Yu Zhang 009; Qibin Zhao; Andrzej Cichocki (CIS, 2012)

Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands. - Esteve Gallego-Jutglà; Mohamed Elgendi; François B. Vialatte; Jordi Solé-Casals; Andrzej Cichocki; Charles-François Vincent Latchoumane; Jaeseung Jeong 002; Justin Dauwels (EMBC, 2012)

Fast and effective model order selection method to determine the number of sources in a linear transformation model. - Fengyu Cong; Asoke K. Nandi; Zhaoshui He; Andrzej Cichocki; Tapani Ristaniemi (EUSIPCO, 2012)

Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization. - Fengyu Cong; Anh Huy Phan 001; Qibin Zhao; Asoke K. Nandi; Vinoo Alluri; Petri Toiviainen; Hanna Poikonen; Minna Huotilainen; Andrzej Cichocki; Tapani Ristaniemi (EUSIPCO, 2012)

Inpainting color images in learned dictionary. - Marko Filipovic; Ivica Kopriva; Andrzej Cichocki (EUSIPCO, 2012)

A treatment of EEG data by underdetermined blind source separation for motor imagery classification. - Zbynek Koldovský; Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (EUSIPCO, 2012)

Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI. - Yu Zhang 009; Qibin Zhao; Guoxu Zhou; Xingyu Wang 004; Andrzej Cichocki (FSKD, 2012)

Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs 14 Electrodes EEG Data. - Fengyu Cong; Anh Huy Phan 001; Piia Astikainen; Qibin Zhao; Jari K. Hietanen; Tapani Ristaniemi; Andrzej Cichocki (LVA/ICA, 2012)

On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations. - Anh Huy Phan 001; Andrzej Cichocki; Petr Tichavský; Zbynek Koldovský (LVA/ICA, 2012)

On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach. - Anh Huy Phan 001; Andrzej Cichocki; Petr Tichavský; Danilo P. Mandic; Kiyotoshi Matsuoka (LVA/ICA, 2012)

Block sparse representations of tensors using Kronecker bases. - Cesar F. Caiafa; Andrzej Cichocki (ICASSP, 2012)

Multi-channel EEG compression based on 3D decompositions. - Justin Dauwels; K. Srinivasan 002; M. Ramasubba Reddy; Andrzej Cichocki (ICASSP, 2012)

Regularization using geometric information between sensors capturing features from brain signals. - Hiroshi Higashi; Andrzej Cichocki; Toshihisa Tanaka 001 (ICASSP, 2012)

Tensor classification for P300-based brain computer interface. - Akinari Onishi; Anh Huy Phan 001; Kiyotoshi Matsuoka; Andrzej Cichocki (ICASSP, 2012)

Low-rank blind nonnegative matrix deconvolution. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki; Zbynek Koldovský (ICASSP, 2012)

Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations. - Fengyu Cong; Anh Huy Phan 001; Qibin Zhao; Qiang Wu 009; Tapani Ristaniemi; Andrzej Cichocki (ICONIP (3), 2012)

Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis. - Tatsuya Yokota; Andrzej Cichocki; Yukihiko Yamashita (ICONIP (3), 2012)

EEG Signal Analysis via a Cleaning Procedure based on Multivariate Empirical Mode Decomposition. - Esteve Gallego-Jutglà; Tomasz M. Rutkowski; Andrzej Cichocki; Jordi Solé-Casals (IJCCI, 2012)

EEG Beta Range Dynamics and Emotional Judgments of Face and Voices. - Kazuko Hiyoshi-Taniguchi; M. Kawasaki; Tatsuya Yokota; Hovagim Bakardjian; Hironori Fukuyama; François B. Vialatte; Andrzej Cichocki (IJCCI, 2012)

Early Alzheimer's Disease Progression Detection using Multi-subnetworks of the Brain. - Jaroslav Rokicki; Kazuko Hiyoshi; François-Benoît Vialatte; Andrius Usinskas; Andrzej Cichocki (IJCCI, 2012)

Non-linear filter based outer product expansion with reference signal for EEG analysis. - Akitoshi Itai; Arao Funase; Andrzej Cichocki; Hiroshi Yasukawa (ISCAS, 2012)

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials. - Fengyu Cong; Guoxu Zhou; Qibin Zhao; Qiang Wu 009; Asoke K. Nandi; Tapani Ristaniemi; Andrzej Cichocki (MLSP, 2012)

On Fast Computation of Gradients for CANDECOMP/PARAFAC Algorithms - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (CoRR, 2012)

Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method - Qibin Zhao; Cesar F. Caiafa; Danilo P. Mandic; Zenas C. Chao; Yasuo Nagasaka; Naotaka Fujii; Liqing Zhang 001; Andrzej Cichocki (CoRR, 2012)

Accelerated Canonical Polyadic Decomposition by Using Mode Reduction - Guoxu Zhou; Andrzej Cichocki; Shengli Xie (CoRR, 2012)

Common and Individual Features Analysis: Beyond Canonical Correlation Analysis - Guoxu Zhou; Andrzej Cichocki; Shengli Xie (CoRR, 2012)

Benefits of Multi-Domain Feature of mismatch Negativity Extracted by Non-Negative Tensor Factorization from EEG Collected by Low-Density Array. - Fengyu Cong; Anh Huy Phan 001; Qibin Zhao; Tiina Huttunen-Scott; Jukka Kaartinen; Tapani Ristaniemi; Heikki Lyytinen; Andrzej Cichocki (Int. J. Neural Syst., 2012)

Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations - A novel recursive solution for nonnegative quadratic programming and NTF. - Anh Huy Phan 001; Andrzej Cichocki (Neural Comput. Appl., 2012)

Quantifying Statistical Interdependence, Part III: N > 2 Point Processes. - Justin Dauwels; Theophane Weber; François B. Vialatte; Toshimitsu Musha; Andrzej Cichocki (Neural Comput., 2012)

Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation. - Guoxu Zhou; Andrzej Cichocki (IEEE Signal Process. Lett., 2012)

Tongue-Rudder: A Glossokinetic-Potential-Based Tongue-Machine Interface. - Yunjun Nam; Qibin Zhao; Andrzej Cichocki; Seungjin Choi (IEEE Trans. Biomed. Eng., 2012)

Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation. - Guoxu Zhou; Andrzej Cichocki; Shengli Xie (IEEE Trans. Signal Process., 2012)

A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki (AAAI, 2013)

Patients' consciousness analysis using dynamic approximate entropy and MEMD method. - Gaochao Cui; Yunchao Yin; Qibin Zhao; Andrzej Cichocki; Jianting Cao (APSIPA, 2013)

Differences of Functional Connectivity Brain Network in Emotional Judgment. - Mehran Amadlou; Kazuko Hiyoshi-Taniguchi; Jordi Solé-Casals; Hironori Fukuyama; Andrzej Cichocki; François-Benoît Vialatte (BIOSIGNALS, 2013)

Common spatial patterns for steady-state somatosensory evoked potentials. - Yunjun Nam; Andrzej Cichocki; Seungjin Choi (EMBC, 2013)

Canonical polyadic decomposition for unsupervised linear feature extraction from protein profiles. - Ante Jukic; Ivica Kopriva; Andrzej Cichocki (EUSIPCO, 2013)

GNMF with Newton-Based Methods. - Rafal Zdunek; Anh Huy Phan 001; Andrzej Cichocki (ICANN, 2013)

A greedy algorithm for model selection of tensor decompositions. - Austin J. Brockmeier; José C. Príncipe; Anh Huy Phan 001; Andrzej Cichocki (ICASSP, 2013)

Tensor completion throughmultiple Kronecker product decomposition. - Anh Huy Phan 001; Andrzej Cichocki; Petr Tichavský; Gheorghe Luta; Austin J. Brockmeier (ICASSP, 2013)

From basis components to complex structural patterns. - Anh Huy Phan 001; Andrzej Cichocki; Petr Tichavský; Rafal Zdunek; Sidney R. Lehky (ICASSP, 2013)

A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (ICASSP, 2013)

Kernel-based tensor partial least squares for reconstruction of limb movements. - Qibin Zhao; Guoxu Zhou; Tülay Adali; Liqing Zhang 001; Andrzej Cichocki (ICASSP, 2013)

Privacy-protecting index for outsourced databases. - Chung-Min Chen; Andrzej Cichocki; Allen McIntosh; Euthimios Panagos (ICDE Workshops, 2013)

Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. - Junhua Li; Zbigniew R. Struzik; Liqing Zhang 001; Andrzej Cichocki (ICONIP (1), 2013)

EOG/ERP hybrid human-machine interface for robot control. - Jiaxin Ma; Yu Zhang 009; Yunjun Nam; Andrzej Cichocki; Fumitoshi Matsuno (IROS, 2013)

Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image. - Ante Jukic; Ivica Kopriva; Andrzej Cichocki (Biomed. Signal Process. Control., 2013)

Tensor Decompositions: A New Concept in Brain Data Analysis? - Andrzej Cichocki (CoRR, 2013)

Non-Linear Canonical Correlation Analysis Using Alpha-Beta Divergence. - Abhijit Mandal; Andrzej Cichocki (Entropy, 2013)

Multi-Domain Feature Extraction for Small Event-Related potentials through Nonnegative Multi-Way Array Decomposition from Low Dense Array EEG. - Fengyu Cong; Anh Huy Phan 001; Piia Astikainen; Qibin Zhao; Qiang Wu 009; Jari K. Hietanen; Tapani Ristaniemi; Andrzej Cichocki (Int. J. Neural Syst., 2013)

Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases. - Cesar F. Caiafa; Andrzej Cichocki (Neural Comput., 2013)

Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method. - Qibin Zhao; Cesar F. Caiafa; Danilo P. Mandic; Zenas C. Chao; Yasuo Nagasaka; Naotaka Fujii; Liqing Zhang 001; Andrzej Cichocki (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Low Complexity Damped Gauss-Newton Algorithms for CANDECOMP/PARAFAC. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (SIAM J. Matrix Anal. Appl., 2013)

A Two-Stage MMSE Beamformer for Underdetermined Signal Separation. - Zbynek Koldovský; Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (IEEE Signal Process. Lett., 2013)

Advances in Electroencephalography Signal Processing [Life Sciences]. - Saeid Sanei; Saideh Ferdowsi; Kianoush Nazarpour; Andrzej Cichocki (IEEE Signal Process. Mag., 2013)

Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data. - Qibin Zhao; Guoxu Zhou; Tülay Adali; Liqing Zhang 001; Andrzej Cichocki (IEEE Signal Process. Mag., 2013)

Near-Lossless Multichannel EEG Compression Based on Matrix and Tensor Decompositions. - Justin Dauwels; K. Srinivasan 002; M. Ramasubba Reddy; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2013)

Accelerated Canonical Polyadic Decomposition Using Mode Reduction. - Guoxu Zhou; Andrzej Cichocki; Shengli Xie (IEEE Trans. Neural Networks Learn. Syst., 2013)

Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (IEEE Trans. Signal Process., 2013)

CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (IEEE Trans. Signal Process., 2013)

Multidimensional compressed sensing and their applications. - Cesar F. Caiafa; Andrzej Cichocki (WIREs Data Mining Knowl. Discov., 2013)

Revising algorithm for nonnegative matrix factorization based on minimizing quasi-L1 norm. - Motoaki Mouri; Ichi Takumi; Hiroshi Yasukawa; Andrzej Cichocki (APCCAS, 2014)

B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization. - Rafal Zdunek; Andrzej Cichocki; Tatsuya Yokota (ICAISC (2), 2014)

Predicting traffic speed in urban transportation subnetworks for multiple horizons. - Justin Dauwels; Aamer Aslam; Muhammad Tayyab Asif; Xinyue Zhao; Nikola Mitrovic; Andrzej Cichocki; Patrick Jaillet (ICARCV, 2014)

Extracting commuting patterns in railway networks through matrix decompositions. - Shashank Jere; Justin Dauwels; Muhammad Tayyab Asif; Nikola Mitrovic; Andrzej Cichocki; Patrick Jaillet (ICARCV, 2014)

Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements. - Cesar Federico Caiafa; Andrzej Cichocki (ICASSP, 2014)

Synchrony analysis of paroxysmal gamma waves in meditation EEG. - Jing Jin 004; Justin Dauwels; François B. Vialatte; Andrzej Cichocki (ICASSP, 2014)

On Fast algorithms for orthogonal Tucker decomposition. - Anh Huy Phan 001; Andrzej Cichocki; Petr Tichavský (ICASSP, 2014)

Deflation method for CANDECOMP/PARAFAC tensor decomposition. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (ICASSP, 2014)

Tensor-variate Gaussian processes regression and its application to video surveillance. - Qibin Zhao; Guoxu Zhou; Liqing Zhang 001; Andrzej Cichocki (ICASSP, 2014)

Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG. - Junhua Li; Andrzej Cichocki (ICONIP (1), 2014)

Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis. - Tatsuya Yokota; Andrzej Cichocki (ICONIP (3), 2014)

Nonnegative Shifted Tensor Factorization in time frequency domain. - Qiang Wu 009; Ju Liu; Feng-rong Sun; Jie Li 016; Andrzej Cichocki (IJCNN, 2014)

Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition. - Namgil Lee; Andrzej Cichocki (ISNN, 2014)

Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient. - Guoxu Zhou; Qibin Zhao; Yu Zhang 009; Andrzej Cichocki (ISNN, 2014)

Hybrid-BCI: Classification of auditory and visual related potentials. - Gaochao Cui; Qibin Zhao; Jianting Cao; Andrzej Cichocki (SCIS&ISIS, 2014)

Multi-tensor completion for estimating missing values in video data. - Chao Li 013; Lili Guo; Andrzej Cichocki (SCIS&ISIS, 2014)

Multilinear tensor rank estimation via Sparse Tucker Decomposition. - Tatsuya Yokota; Andrzej Cichocki (SCIS&ISIS, 2014)

Era of Big Data Processing: A New Approach via Tensor Networks and Tensor Decompositions. - Andrzej Cichocki (CoRR, 2014)

Tensor Networks for Big Data Analytics and Large-Scale Optimization Problems. - Andrzej Cichocki (CoRR, 2014)

Very Large-Scale Singular Value Decomposition Using Tensor Train Networks. - Namgil Lee; Andrzej Cichocki (CoRR, 2014)

Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats. - Namgil Lee; Andrzej Cichocki (CoRR, 2014)

Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface. - Junhua Li; Chao Li 013; Andrzej Cichocki (CoRR, 2014)

Tensor diagonalization - a new tool for PARAFAC and block-term decomposition. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (CoRR, 2014)

Robust Bayesian Tensor Factorization for Incomplete Multiway Data. - Qibin Zhao; Guoxu Zhou; Liqing Zhang 001; Andrzej Cichocki; Shun-ichi Amari (CoRR, 2014)

Decomposition of Big Tensors With Low Multilinear Rank. - Guoxu Zhou; Andrzej Cichocki; Shengli Xie (CoRR, 2014)

Cyborg Intelligence: Towards Bio-Machine Intelligent Systems. - Zhaohui Wu 001; Gang Pan 001; José Carlos Príncipe; Andrzej Cichocki (IEEE Intell. Syst., 2014)

Low-rank Approximation Based non-Negative Multi-Way Array Decomposition on Event-Related potentials. - Fengyu Cong; Guoxu Zhou; Piia Astikainen; Qibin Zhao; Qiang Wu 009; Asoke K. Nandi; Jari K. Hietanen; Tapani Ristaniemi; Andrzej Cichocki (Int. J. Neural Syst., 2014)

An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions. - Jing Jin 001; Brendan Z. Allison; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Qibin Zhao; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition. - Qiang Wu 009; Liqing Zhang 001; Andrzej Cichocki (Neurocomputing, 2014)

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective. - Guoxu Zhou; Andrzej Cichocki; Qibin Zhao; Shengli Xie (IEEE Signal Process. Mag., 2014)

GOM-Face: GKP, EOG, and EMG-Based Multimodal Interface With Application to Humanoid Robot Control. - Yunjun Nam; Bonkon Koo; Andrzej Cichocki; Seungjin Choi (IEEE Trans. Biomed. Eng., 2014)

Bimodal BCI Using Simultaneously NIRS and EEG. - Yohei Tomita; François-Benoît Vialatte; Gérard Dreyfus; Yasue Mitsukura; Hovagim Bakardjian; Andrzej Cichocki (IEEE Trans. Biomed. Eng., 2014)

Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki (WIREs Data Mining Knowl. Discov., 2014)

Multi-tensor Completion with Common Structures. - Chao Li 013; Qibin Zhao; Junhua Li; Andrzej Cichocki; Lili Guo (AAAI, 2015)

A fast automatic low-rank determination algorithm for noisy matrix completion. - Tatsuya Yokota; Andrzej Cichocki (APSIPA, 2015)

Prediction of online game performance degradation under network impairments. - C.-Y. Chiang; Andrzej Cichocki; Shobha Erramilli; K. McInerney; David Shur; Shoshana Loeb (CCNC, 2015)

Epileptic EEG visualization and sonification based on linear discriminate analysis. - Wei Chen; Chia-Ping Shen; Ming-Jang Chiu; Qibin Zhao; Andrzej Cichocki; Jeng-Wei Lin; Feipei Lai (EMBC, 2015)

Two-sided diagonalization of order-three tensors. - Petr Tichavský; Anh Huy Phan 001; Andrzej S. Cichocki (EUSIPCO, 2015)

Rank Splitting for CANDECOMP/PARAFAC. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (LVA/ICA, 2015)

Low rank tensor deconvolution. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (ICASSP, 2015)

Common components analysis via linked blind source separation. - Guoxu Zhou; Andrzej Cichocki; Danilo P. Mandic (ICASSP, 2015)

Brain-Robot Interfaces Using Spatial Tactile BCI Paradigms - Symbiotic Brain-Robot Applications. - Tomasz M. Rutkowski; Kensuke Shimizu; Takumi Kodama; Peter Jurica; Andrzej Cichocki (Symbiotic, 2015)

EEG Correlates of Voice and Face Emotional Judgments in the Human Brain. - Kazuko Hiyoshi-Taniguchi; M. Kawasaki; Tatsuya Yokota; Hovagim Bakardjian; Hironori Fukuyama; Andrzej Cichocki; François B. Vialatte (Cogn. Comput., 2015)

A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements. - Wenfei Cao; Yao Wang 003; Jian Sun 009; Deyu Meng; Can Yang 002; Andrzej Cichocki; Zongben Xu (CoRR, 2015)

Regularized Computation of Approximate Pseudoinverse of Matrices Using Low-Rank Tensor Train Decompositions. - Namgil Lee; Andrzej Cichocki (CoRR, 2015)

Tensor Deflation for CANDECOMP/PARAFAC. Part 3: Rank Splitting. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (CoRR, 2015)

Smooth PARAFAC Decomposition for Tensor Completion. - Tatsuya Yokota; Qibin Zhao; Chao Li 013; Andrzej Cichocki (CoRR, 2015)

Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki (CoRR, 2015)

Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. - Andrzej Cichocki; Sergio Cruces; Shun-ichi Amari (Entropy, 2015)

A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm. - Jing Jin 001; Eric W. Sellers; Sijie Zhou; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2015)

Feature learning from incomplete EEG with denoising autoencoder. - Junhua Li; Zbigniew R. Struzik; Liqing Zhang 001; Andrzej Cichocki (Neurocomputing, 2015)

Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination. - Qibin Zhao; Liqing Zhang 001; Andrzej Cichocki (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format. - Namgil Lee; Andrzej Cichocki (SIAM J. Matrix Anal. Appl., 2015)

Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis. - Tatsuya Yokota; Rafal Zdunek; Andrzej Cichocki; Yukihiko Yamashita (Signal Process., 2015)

Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization. - Bo Li 111; Guoxu Zhou; Andrzej Cichocki (IEEE Signal Process. Lett., 2015)

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis. - Andrzej Cichocki; Danilo P. Mandic; Lieven De Lathauwer; Guoxu Zhou; Qibin Zhao; Cesar F. Caiafa; Anh Huy Phan 001 (IEEE Signal Process. Mag., 2015)

A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures. - Auxiliadora Sarmiento; Iván Durán-Díaz; Andrzej Cichocki; Sergio Cruces (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

A Novel EOG/EEG Hybrid Human-Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control. - Jiaxin Ma; Yu Zhang 009; Andrzej Cichocki; Fumitoshi Matsuno (IEEE Trans. Biomed. Eng., 2015)

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback. - Tianyou Yu; Jun Xiao; Fangyi Wang; Rui Zhang; Zhenghui Gu; Andrzej Cichocki; Yuanqing Li 001 (IEEE Trans. Biomed. Eng., 2015)

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness. - Guoxu Zhou; Andrzej Cichocki; Qibin Zhao; Shengli Xie (IEEE Trans. Image Process., 2015)

Convergence Analysis of the FOCUSS Algorithm. - Kan Xie; Zhaoshui He; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2015)

Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections. - Cesar F. Caiafa; Andrzej Cichocki (IEEE Trans. Signal Process., 2015)

Tensor Deflation for CANDECOMP/PARAFAC - Part I: Alternating Subspace Update Algorithm. - Anh-Huy Phan 001; Petr Tichavský; Andrzej Cichocki (IEEE Trans. Signal Process., 2015)

Tensor Deflation for CANDECOMP/PARAFAC - Part II: Initialization and Error Analysis. - Anh-Huy Phan 001; Petr Tichavský; Andrzej Cichocki (IEEE Trans. Signal Process., 2015)

Common and Discriminative Subspace Kernel-Based Multiblock Tensor Partial Least Squares Regression. - Ming Hou; Qibin Zhao; Brahim Chaib-draa; Andrzej Cichocki (AAAI, 2016)

Bayesian CP factorization of incomplete tensor for EEG signal application. - Gaochao Cui; Lihua Gui; Qibin Zhao; Andrzej Cichocki; Jianting Cao (FUZZ-IEEE, 2016)

Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (ICASSP, 2016)

Tensor completion via functional smooth component deflation. - Tatsuya Yokota; Andrzej Cichocki (ICASSP, 2016)

Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. - Yu Zhang 009; Qibin Zhao; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (ICASSP, 2016)

Video denoising using low rank tensor decomposition. - Lihua Gui; Gaochao Cui; Qibin Zhao; Dongsheng Wang; Andrzej Cichocki; Jianting Cao (ICMV, 2016)

Dynamic MEMD Associated with Approximate Entropy in Patients' Consciousness Evaluation. - Gaochao Cui; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao; Andrzej Cichocki (ICONIP (1), 2016)

Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering. - Namgil Lee; Anh Huy Phan 001; Fengyu Cong; Andrzej Cichocki (ICONIP (3), 2016)

Motor Priming as a Brain-Computer Interface. - Tom Stewart; Kiyoshi Hoshino; Andrzej Cichocki; Tomasz M. Rutkowski (ICONIP (2), 2016)

Exploiting ongoing EEG with multilinear partial least squares during free-listening to music. - Deqing Wang 003; Fengyu Cong; Qibin Zhao; Petri Toiviainen; Asoke K. Nandi; Minna Huotilainen; Tapani Ristaniemi; Andrzej Cichocki (MLSP, 2016)

Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1. - Andrzej Cichocki; Namgil Lee; Ivan V. Oseledets; Anh Huy Phan 001; Qibin Zhao; Danilo P. Mandic (CoRR, 2016)

Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition. - Anh Huy Phan 001; Andrzej Cichocki; André Uschmajew; Petr Tichavský; Gheorghe Luta; Danilo P. Mandic (CoRR, 2016)

Optimized motor imagery paradigm based on imagining Chinese characters writing movement. - Zhaoyang Qiu; Brendan Z. Allison; Jing Jin 001; Yu Zhang 009; Xingyu Wang 004; Wei Li 006; Andrzej Cichocki (CoRR, 2016)

Tensor Ring Decomposition. - Qibin Zhao; Guoxu Zhou; Shengli Xie; Liqing Zhang 001; Andrzej Cichocki (CoRR, 2016)

Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs. - Long Chen; Jing Jin 001; Ian Daly; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Frontiers Comput. Neurosci., 2016)

Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI. - Sijie Zhou; Brendan Z. Allison; Andrea Kübler; Andrzej Cichocki; Xingyu Wang 004; Jing Jin 001 (Frontiers Comput. Neurosci., 2016)

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions. - Andrzej Cichocki; Namgil Lee; Ivan V. Oseledets; Anh Huy Phan 001; Qibin Zhao; Danilo P. Mandic (Found. Trends Mach. Learn., 2016)

Improved SFFS method for channel selection in motor imagery based BCI. - Zhaoyang Qiu; Jing Jin 001; Hak-Keung Lam; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2016)

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation. - Yu Zhang 009; Guoxu Zhou; Qibin Zhao; Andrzej Cichocki; Xingyu Wang 004 (Neurocomputing, 2016)

Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue]. - Mathias Baumert; Alberto Porta; Andrzej Cichocki (Proc. IEEE, 2016)

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data. - Guoxu Zhou; Qibin Zhao; Yu Zhang 009; Tülay Adali; Shengli Xie; Andrzej Cichocki (Proc. IEEE, 2016)

Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions. - Namgil Lee; Andrzej Cichocki (SIAM J. Matrix Anal. Appl., 2016)

Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (IEEE Signal Process. Lett., 2016)

Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. - Junhua Li; Yijun Wang 001; Liqing Zhang 001; Andrzej Cichocki; Tzyy-Ping Jung (IEEE Trans. Cogn. Dev. Syst., 2016)

Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements. - Wenfei Cao; Yao Wang 003; Jian Sun 009; Deyu Meng; Can Yang 002; Andrzej Cichocki; Zongben Xu (IEEE Trans. Image Process., 2016)

Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications. - Zhigang Zeng; Andrzej Cichocki; Long Cheng 001; Youshen Xia; Xiaolin Hu 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Sparse Bayesian Classification of EEG for Brain-Computer Interface. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Qibin Zhao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2016)

Bayesian Robust Tensor Factorization for Incomplete Multiway Data. - Qibin Zhao; Guoxu Zhou; Liqing Zhang 001; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks Learn. Syst., 2016)

Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction. - Guoxu Zhou; Andrzej Cichocki; Yu Zhang 009; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2016)

Smooth PARAFAC Decomposition for Tensor Completion. - Tatsuya Yokota; Qibin Zhao; Andrzej Cichocki (IEEE Trans. Signal Process., 2016)

Under-Determined tensor diagonalization for decomposition of difficult tensors. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (CAMSAP, 2017)

Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (LVA/ICA, 2017)

Partitioned Hierarchical alternating least squares algorithm for CP tensor decomposition. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (ICASSP, 2017)

An augmented Lagrangian algorithm for decomposition of symmetric tensors of order-4. - Anh Huy Phan 001; Masao Yamagishi; Andrzej Cichocki (ICASSP, 2017)

A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma. - Gaochao Cui; Li Zhu 002; Qibin Zhao; Jianting Cao; Andrzej Cichocki (ICONIP (4), 2017)

A new perspective of noise removal from EEG. - Junhua Li; Chao Li 013; Nitish V. Thakor; Andrzej Cichocki; Anastasios Bezerianos (NER, 2017)

Continuous use of ERP-based BCIs with different visual angles in ALS patients. - Jing Jin 001; Brendan Z. Allison; Yu Zhang 009; Yan Chen; Sijie Zhou; Yi Dong; Xingyu Wang 004; Andrzej Cichocki (CoRR, 2017)

Learning Efficient Tensor Representations with Ring Structure Networks. - Qibin Zhao; Masashi Sugiyama; Andrzej Cichocki (CoRR, 2017)

Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives. - Andrzej Cichocki; Anh Huy Phan 001; Qibin Zhao; Namgil Lee; Ivan V. Oseledets; Masashi Sugiyama; Danilo P. Mandic (CoRR, 2017)

Best Rank-One Tensor Approximation and Parallel Update Algorithm for CPD. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (CoRR, 2017)

Error Preserving Correction for CPD and Bounded-Norm CPD. - Anh Huy Phan 001; Petr Tichavský; Andrzej Cichocki (CoRR, 2017)

Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements. - Deepa Beeta Thiyam; Sergio Cruces; Javier Olias; Andrzej Cichocki (Entropy, 2017)

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives. - Andrzej Cichocki; Anh Huy Phan 001; Qibin Zhao; Namgil Lee; Ivan V. Oseledets; Masashi Sugiyama; Danilo P. Mandic (Found. Trends Mach. Learn., 2017)

Reference Signal Based Tensor Product Expansion for EOG-Related Artifact Separation in EEG. - Akitoshi Itai; Arao Funase; Andrzej Cichocki; Hiroshi Yasukawa (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Neural networks for computing best rank-one approximations of tensors and its applications. - Maolin Che; Andrzej Cichocki; Yimin Wei 001 (Neurocomputing, 2017)

Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Yangsong Zhang; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2017)

Numerical CP decomposition of some difficult tensors. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (J. Comput. Appl. Math., 2017)

Non-orthogonal tensor diagonalization. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (Signal Process., 2017)

Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface. - Junhua Li; Chao Li 013; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2017)

Rate of Convergence of the FOCUSS Algorithm. - Kan Xie; Zhaoshui He; Andrzej Cichocki; Xiaozhao Fang (IEEE Trans. Neural Networks Learn. Syst., 2017)

Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria. - Tatsuya Yokota; Namgil Lee; Andrzej Cichocki (IEEE Trans. Signal Process., 2017)

Erratum: Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy. - Hualiang Li; Tülay Adali; Wei Wang 018; Darren Emge; Andrzej Cichocki (J. Signal Process. Syst., 2017)

Task-Independent EEG Identification via Low-Rank Matrix Decomposition. - Xianghao Kong; Wanzeng Kong; Qiaonan Fan; Qibin Zhao; Andrzej Cichocki (BIBM, 2018)

Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning. - Andrzej Cichocki (Advances in Data Analysis with Computational Intelligence Methods, 2018)

Towards Robust Neuroadaptive HCI: Exploring Modern Machine Learning Methods to Estimate Mental Workload From EEG Signals. - Aurélien Appriou; Andrzej Cichocki; Fabien Lotte (CHI Extended Abstracts, 2018)

Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. - Li Zhu 002; Fabien Lotte; Gaochao Cui; Junhua Li; Changle Zhou; Andrzej Cichocki (CW, 2018)

Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality? - Ilia Kisil; Giuseppe Giovanni Calvi; Andrzej Cichocki; Danilo P. Mandic (ICASSP, 2018)

Medical Image De-noising Using Deep Networks. - Maame G. Asante-Mensah; Andrzej Cichocki (ICDM Workshops, 2018)

Learning Connectivity Patterns via Graph Kernels for fMRI-Based Depression Diagnostics. - Maksim Sharaev; Alexey Artemov; Ekaterina Kondrateva; Sergei Ivanov 002; Svetlana Sushchinskaya; Alexander Bernstein; Andrzej Cichocki; Evgeny Burnaev (ICDM Workshops, 2018)

Learning Efficient Tensor Representations with Ring Structure Networks. - Qibin Zhao; Masashi Sugiyama; Longhao Yuan; Andrzej Cichocki (ICLR (Workshop), 2018)

Whole Brain fMRI Pattern Analysis Based on Tensor Neural Network. - Xiaowen Xu; Qiang Wu 009; Shuo Wang; Ju Liu; Jiande Sun 001; Andrzej Cichocki (IEEE Access, 2018)

Learning the Hierarchical Parts of Objects by Deep Non-Smooth Nonnegative Matrix Factorization. - Jinshi Yu; Guoxu Zhou; Andrzej Cichocki; Shengli Xie (IEEE Access, 2018)

Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach. - Jordi Solé-Casals; Cesar Federico Caiafa; Qibin Zhao; Andrzej Cichocki (Cogn. Comput., 2018)

Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. - Rubén Martín-Clemente; Javier Olias; Deepa Beeta Thiyam; Andrzej Cichocki; Sergio Cruces (Entropy, 2018)

Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces. - Yu Zhang 009; Yu Wang; Guoxu Zhou; Jing Jin 001; Bei Wang 003; Xingyu Wang 004; Andrzej Cichocki (Expert Syst. Appl., 2018)

Fundamental tensor operations for large-scale data analysis using tensor network formats. - Namgil Lee; Andrzej Cichocki (Multidimens. Syst. Signal Process., 2018)

Towards correlation-based time window selection method for motor imagery BCIs. - Jiankui Feng; Erwei Yin; Jing Jin 001; Rami Saab; Ian Daly; Xingyu Wang 004; Dewen Hu; Andrzej Cichocki (Neural Networks, 2018)

A Robust PCA Approach With Noise Structure Learning and Spatial-Spectral Low-Rank Modeling for Hyperspectral Image Restoration. - Wenfei Cao; Kaidong Wang; Guodong Han; Jing Yao 002; Andrzej Cichocki (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization. - Yong Peng 001; Yanfang Long; Feiwei Qin; Wanzeng Kong; Feiping Nie 001; Andrzej Cichocki (ICASSP, 2019)

Joint Structured Graph Learning and Clustering Based on Concept Factorization. - Yong Peng 001; Rixin Tang; Wanzeng Kong; Jianhai Zhang; Feiping Nie 001; Andrzej Cichocki (ICASSP, 2019)

Joint Structured Graph Learning and Unsupervised Feature Selection. - Yong Peng 001; Leijie Zhang; Wanzeng Kong; Feiping Nie 001; Andrzej Cichocki (ICASSP, 2019)

Learning Efficient Tensor Representations with Ring-structured Networks. - Qibin Zhao; Masashi Sugiyama; Longhao Yuan; Andrzej Cichocki (ICASSP, 2019)

Automated Multi-Stage Compression of Neural Networks. - Julia Gusak; Maksym Kholyavchenko; Evgeny Ponomarev; Larisa Markeeva; Philip Blagoveschensky; Andrzej Cichocki; Ivan V. Oseledets (ICCV Workshops, 2019)

A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals. - Zhiwen Zhang 004; Feng Duan 006; Jordi Solé-Casals; Josep Dinarès-Ferran; Andrzej Cichocki; Zhenglu Yang; Zhe Sun 009 (IEEE Access, 2019)

An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System. - Jiankui Feng; Jing Jin 001; Ian Daly; Jiale Zhou; Yugang Niu; Xingyu Wang 004; Andrzej Cichocki (Comput. Intell. Neurosci., 2019)

One time is not enough: iterative tensor decomposition for neural network compression. - Julia Gusak; Maksym Kholyavchenko; Evgeny Ponomarev; Larisa Markeeva; Ivan V. Oseledets; Andrzej Cichocki (CoRR, 2019)

Multi-Kernel Capsule Network for Schizophrenia Identification. - Tian Wang; Anastasios Bezerianos; Andrzej Cichocki; Junhua Li (CoRR, 2019)

Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior". - Tatsuya Yokota; Hidekata Hontani; Qibin Zhao; Andrzej Cichocki (CoRR, 2019)

Reduced-Order Modeling of Deep Neural Networks. - Talgat Daulbaev; Julia Gusak; Evgeny Ponomarev; Andrzej Cichocki; Ivan V. Oseledets (CoRR, 2019)

MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. - Kim Batselier; Andrzej Cichocki; Ngai Wong 001 (CoRR, 2019)

Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain-Computer Interface. - Miaoji Guo; Jing Jin 001; Yong Jiao; Xingyu Wang 004; Andrzej Cichocki (Frontiers Comput. Neurosci., 2019)

Task-free brainprint recognition based on low-rank and sparse decomposition model. - Wanzeng Kong; Xianghao Kong; Qiaonan Fan; Qibin Zhao; Andrzej Cichocki (Int. J. Data Min. Bioinform., 2019)

Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface. - Qiang Wu 009; Yu Zhang 009; Ju Liu; Jiande Sun 001; Andrzej Cichocki; Feng Gao 008 (Int. J. Neural Syst., 2019)

Correlation-based channel selection and regularized feature optimization for MI-based BCI. - Jing Jin 001; Yangyang Miao; Ian Daly; Cili Zuo; Dewen Hu; Andrzej Cichocki (Neural Networks, 2019)

A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features. - Li Zhu 005; Gaochao Cui; Jianting Cao; Andrzej Cichocki; Jianhai Zhang; Changle Zhou (Sensors, 2019)

Sensitivity in Tensor Decomposition. - Petr Tichavský; Anh-Huy Phan 001; Andrzej Cichocki (IEEE Signal Process. Lett., 2019)

Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. - Danilo P. Mandic; Petar M. Djuric; Andrzej Cichocki; Clive Cheong Took; Saeid Sanei; Lajos Hanzo (IEEE Signal Process. Mag., 2019)

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI. - Yu Zhang 009; Chang S. Nam; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cybern., 2019)

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. - Wei-Long Zheng; Wei Liu 078; Yifei Lu; Bao-Liang Lu; Andrzej Cichocki (IEEE Trans. Cybern., 2019)

Sparse Group Representation Model for Motor Imagery EEG Classification. - Yong Jiao; Yu Zhang 009; Xun Chen 001; Erwei Yin; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2019)

Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound. - Anh-Huy Phan 001; Petr Tichavský; Andrzej Cichocki (IEEE Trans. Signal Process., 2019)

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. - Qiquan Shi; Jiaming Yin; Jiajun Cai; Andrzej Cichocki; Tatsuya Yokota; Lei Chen 031; Mingxuan Yuan; Jia Zeng (AAAI, 2020)

Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. - Anh Huy Phan 001; Konstantin Sobolev; Konstantin Sozykin; Dmitry Ermilov; Julia Gusak; Petr Tichavský; Valeriy Glukhov; Ivan V. Oseledets; Andrzej Cichocki (ECCV (29), 2020)

Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. - Yong Peng 001; Qingxi Li; Wanzeng Kong; Jianhai Zhang; Bao-Liang Lu; Andrzej Cichocki (ICASSP, 2020)

Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition. - Petr Tichavský; Anh Huy Phan 001; Andrzej Cichocki (ICASSP, 2020)

Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs. - Talgat Daulbaev; Alexandr Katrutsa; Larisa Markeeva; Julia Gusak; Andrzej Cichocki; Ivan V. Oseledets (NeurIPS, 2020)

EEG-based approach for recognizing human social emotion perception. - Li Zhu 002; Chongwei Su; Jianhai Zhang; Gaochao Cui; Andrzej Cichocki; Changle Zhou; Junhua Li (Adv. Eng. Informatics, 2020)

A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification. - Yong Peng 001; Qingxi Li; Wanzeng Kong; Feiwei Qin; Jianhai Zhang; Andrzej Cichocki (Appl. Soft Comput., 2020)

Effects of Visual Attention on Tactile P300 BCI. - Zongmei Chen; Jing Jin 001; Ian Daly; Cili Zuo; Xingyu Wang 004; Andrzej Cichocki (Comput. Intell. Neurosci., 2020)

Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). - Salman Ahmadi-Asl; Andrzej Cichocki; Anh Huy Phan 001; Ivan V. Oseledets; Stanislav Abukhovich; Toshihisa Tanaka 001 (CoRR, 2020)

Using Reinforcement Learning in the Algorithmic Trading Problem. - Evgeny Ponomarev; Ivan V. Oseledets; Andrzej Cichocki (CoRR, 2020)

Interpolated Adjoint Method for Neural ODEs. - Talgat Daulbaev; Alexandr Katrutsa; Larisa Markeeva; Julia Gusak; Andrzej Cichocki; Ivan V. Oseledets (CoRR, 2020)

Towards Understanding Normalization in Neural ODEs. - Julia Gusak; Larisa Markeeva; Talgat Daulbaev; Alexandr Katrutsa; Andrzej Cichocki; Ivan V. Oseledets (CoRR, 2020)

On Multiple Intelligences and Learning Styles for Artificial Intelligence Systems: Future Research Trends in AI with a Human Face? - Andrzej Cichocki (CoRR, 2020)

Improving EEG Decoding via Clustering-based Multi-task Feature Learning. - Yu Zhang 009; Tao Zhou 002; Wei Wu 022; Hua Xie; Hongru Zhu; Guoxu Zhou; Andrzej Cichocki (CoRR, 2020)

Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA. - Qianqian Liu; Yong Jiao; Yangyang Miao; Cili Zuo; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neurocomputing, 2020)

Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition. - Anh-Huy Phan 001; Masao Yamagishi; Danilo P. Mandic; Andrzej Cichocki (Neural Comput. Appl., 2020)

Face Representations via Tensorfaces of Various Complexities. - Sidney R. Lehky; Anh Huy Phan 001; Andrzej Cichocki; Keiji Tanaka (Neural Comput., 2020)

Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction. - Farnaz Sedighin; Andrzej Cichocki; Tatsuya Yokota; Qiquan Shi (IEEE Signal Process. Lett., 2020)

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. - Anh-Huy Phan 001; Andrzej Cichocki; Ivan V. Oseledets; Giuseppe Giovanni Calvi; Salman Ahmadi-Asl; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2020)

Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation. - Anh-Huy Phan 001; Andrzej Cichocki; André Uschmajew; Petr Tichavský; George Luta; Danilo P. Mandic (IEEE Trans. Neural Networks Learn. Syst., 2020)

CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. - Jiajia Tang; Kang Li; Xuanyu Jin; Andrzej Cichocki; Qibin Zhao; Wanzeng Kong (ACL/IJCNLP (1), 2021)

Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. - Igor Vorona; Anh-Huy Phan 001; Alexander Panchenko; Andrzej Cichocki (ACL/IJCNLP (Findings), 2021)

Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. - Anh-Huy Phan 001; Petr Tichavský; Konstantin Sobolev; Konstantin Sozykin; Dmitry Ermilov; Andrzej Cichocki (ICASSP, 2021)

Tactical Jupiter: Dynamic Scheduling of Dispersed Computations in Tactical MANETs. - Alexander Poylisher; Andrzej Cichocki; Katherine Guo; James Hunziker; Latha A. Kant; Bhaskar Krishnamachari; Salman Avestimehr; Murali Annavaram (MILCOM, 2021)

Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). - Salman Ahmadi-Asl; Stanislav Abukhovich; Maame G. Asante-Mensah; Andrzej Cichocki; Anh-Huy Phan 001; Toshihisa Tanaka 001; Ivan V. Oseledets (IEEE Access, 2021)

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. - Salman Ahmadi-Asl; Cesar F. Caiafa; Andrzej Cichocki; Anh Huy Phan 001; Toshihisa Tanaka 001; Ivan V. Oseledets; Jun Wang 002 (IEEE Access, 2021)

WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks. - Zhe Sun 009; Binghua Li 001; Feng Duan 006; Hao Jia; Shan Wang 011; Yu Liu; Andrzej Cichocki; Cesar F. Caiafa; Jordi Solé-Casals (IEEE Access, 2021)

Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles. - Andrzej Cichocki; Alexander P. Kuleshov (Comput. Intell. Neurosci., 2021)

Effects of Skin Friction on Tactile P300 Brain-Computer Interface Performance. - Ying Mao 004; Jing Jin 001; Shurui Li 001; Yangyang Miao; Andrzej Cichocki (Comput. Intell. Neurosci., 2021)

Meta-Solver for Neural Ordinary Differential Equations. - Julia Gusak; Alexandr Katrutsa; Talgat Daulbaev; Andrzej Cichocki; Ivan V. Oseledets (CoRR, 2021)

L3C-Stereo: Lossless Compression for Stereo Images. - Zihao Huang 003; Zhe Sun 009; Feng Duan 006; Andrzej Cichocki; Peiying Ruan; Chao Li 013 (CoRR, 2021)

Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition. - Farnaz Sedighin; Andrzej Cichocki (Frontiers Artif. Intell., 2021)

Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI. - Jing Jin 001; Hua Fang; Ian Daly; Ruocheng Xiao; Yangyang Miao; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2021)

The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm. - Ying Mao 004; Jing Jin 001; Ren Xu; Shurui Li 001; Yangyang Miao; Andrzej Cichocki (Int. J. Neural Syst., 2021)

Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces. - Hao Sun; Jing Jin 001; Ren Xu; Andrzej Cichocki (Int. J. Neural Syst., 2021)

Adaptive Rank Selection for Tensor Ring Decomposition. - Farnaz Sedighin; Andrzej Cichocki; Anh-Huy Phan 001 (IEEE J. Sel. Top. Signal Process., 2021)

Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions. - Petr Tichavský; Anh-Huy Phan 001; Andrzej Cichocki (IEEE J. Sel. Top. Signal Process., 2021)

Randomized algorithms for fast computation of low rank tensor ring model. - Salman Ahmadi-Asl; Andrzej Cichocki; Anh Huy Phan 001; Maame G. Asante-Mensah; Mirfarid Musavian Ghazani; Toshihisa Tanaka 001; Ivan V. Oseledets (Mach. Learn. Sci. Technol., 2021)

Matrix and tensor completion using tensor ring decomposition with sparse representation. - Maame G. Asante-Mensah; Salman Ahmadi-Asl; Andrzej Cichocki (Mach. Learn. Sci. Technol., 2021)

Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank. - Yichun Qiu; Guoxu Zhou; Yu Zhang 009; Andrzej Cichocki (Multim. Tools Appl., 2021)

BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. - Aurélien Appriou; Léa Pillette; David Trocellier; Dan Dutartre; Andrzej Cichocki; Fabien Lotte (Sensors, 2021)

Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining. - Yong Peng 001; Wanzeng Kong; Feiwei Qin; Feiping Nie 001; Jinglong Fang; Bao-Liang Lu; Andrzej Cichocki (IEEE Trans. Instrum. Meas., 2021)

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory. - Jing Jin 001; Ruocheng Xiao; Ian Daly; Yangyang Miao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2021)

TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. - Konstantin Sozykin; Andrei Chertkov; Roman Schutski; Anh-Huy Phan 001; Andrzej S. Cichocki; Ivan V. Oseledets (NeurIPS, 2022)

Data augmentation for Convolutional LSTM based brain computer interface system. - Kahoko Takahashi; Zhe Sun 009; Jordi Solé-Casals; Andrzej Cichocki; Anh Huy Phan 001; Qibin Zhao; Hui-Hai Zhao; Shangkun Deng; Ruggero Micheletto (Appl. Soft Comput., 2022)

How to Train Unstable Looped Tensor Network. - Anh-Huy Phan 001; Konstantin Sobolev; Dmitry Ermilov; Igor Vorona; Nikolay Kozyrskiy; Petr Tichavský; Andrzej Cichocki (CoRR, 2022)

Cross Tensor Approximation for Image and Video Completion. - Salman Ahmadi-Asl; Maame Gyamfua Asante-Mensah; Andrzej Cichocki; Anh Huy Phan 001; Ivan V. Oseledets; Jun Wang 002 (CoRR, 2022)

Sparse signal reconstruction via collaborative neurodynamic optimization. - Hangjun Che; Jun Wang 002; Andrzej Cichocki (Neural Networks, 2022)

Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals. - Yong Peng 001; Wenjuan Wang; Wanzeng Kong; Feiping Nie 001; Bao-Liang Lu; Andrzej Cichocki (IEEE Trans. Affect. Comput., 2022)

Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. - Shu Gong; Kaibo Xing; Andrzej Cichocki; Junhua Li (IEEE Trans. Cogn. Dev. Syst., 2022)

GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition. - Yong Peng 001; Feiwei Qin; Wanzeng Kong; Yuan Ge; Feiping Nie 001; Andrzej Cichocki (IEEE Trans. Cogn. Dev. Syst., 2022)

Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis. - Zhiqiang Wang; Jing Jin 001; Ren Xu; Chang Liu 102; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cogn. Dev. Syst., 2022)

Multikernel Capsule Network for Schizophrenia Identification. - Tian Wang; Anastasios Bezerianos; Andrzej Cichocki; Junhua Li (IEEE Trans. Cybern., 2022)

S3LRR: A Unified Model for Joint Discriminative Subspace Identification and Semisupervised EEG Emotion Recognition. - Yong Peng 001; Yikai Zhang 005; Wanzeng Kong; Feiping Nie 001; Bao-Liang Lu; Andrzej Cichocki (IEEE Trans. Instrum. Meas., 2022)

Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. - Tatsuya Yokota; Hidekata Hontani; Qibin Zhao; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2022)

Improving EEG Decoding via Clustering-Based Multitask Feature Learning. - Yu Zhang 009; Tao Zhou 002; Wei Wu 022; Hua Xie; Hongru Zhu; Guoxu Zhou; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2022)

Fast Adaptive Cross Tubal Tensor Approximation. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki; Ashish Jha; Anastasia Sozykina; Jun Wang 002; Ivan V. Oseledets (SSP, 2023)

Adaptive Cross Tubal Tensor Approximation. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki; Anastasia Sozykina; Zaher Al Aghbari; Jun Wang 002; Ivan V. Oseledets (CoRR, 2023)

Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. - Ashish Jha; Dimitrii Ermilov; Konstantin Sobolev; Anh Huy Phan 001; Salman Ahmadi-Asl; Naveed Ahmed 001; Imran N. Junejo; Zaher Al Aghbari; Thar Baker; Ahmed Mohamed Khedr; Andrzej Cichocki (CoRR, 2023)

Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation. - Farnaz Sedighin; Andrzej Cichocki; Hossein Rabbani (CoRR, 2023)

Joint EEG Feature Transfer and Semisupervised Cross-Subject Emotion Recognition. - Yong Peng 001; Honggang Liu; Wanzeng Kong; Feiping Nie 001; Bao-Liang Lu; Andrzej Cichocki (IEEE Trans. Ind. Informatics, 2023)

Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization. - Hangjun Che; Jun Wang 002; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2023)

Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. - Jing Jin 001; Zhiqiang Wang; Ren Xu; Chang Liu 102; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2023)

Image reconstruction using superpixel clustering and tensor completion. - Maame G. Asante-Mensah; Anh Huy Phan 001; Salman Ahmadi-Asl; Zaher Al Aghbari; Andrzej Cichocki (Signal Process., 2023)

Fast cross tensor approximation for image and video completion. - Salman Ahmadi-Asl; Maame Gyamfua Asante-Mensah; Andrzej Cichocki; Anh-Huy Phan 001; Ivan V. Oseledets; Jun Wang 002 (Signal Process., 2023)

An EEG-based Decoding Method for Motor Imagery Intentions in Mixed-Subject Settings with Adversarial Disentanglement. - Tianyi Zhao; Li Zhu 005; Lei Jin; Jiazheng Zhang; Chengrui Chen; Jianhai Zhang; Andrzej Cichocki; Jianghan Yan; Wanzeng Kong (CW, 2024)

Granger Connectivity Analysis as a Block-Term Tensor Regression for eSport Players. - Airat Kotliar-Shapirov; Sergei Gostilovich; Anastasia Sozykina; Anh Huy Phan 001; Andrzej Cichocki (ICASSP, 2024)

Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". - Salman Ahmadi-Asl; Stanislav Abukhovich; Maame G. Asante-Mensah; Andrzej Cichocki; Anh Huy Phan 001; Toshihisa Tanaka 001; Ivan V. Oseledets (IEEE Access, 2024)

Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. - Andrzej Cichocki; Sergio Cruces; Auxiliadora Sarmiento; Toshihisa Tanaka 001 (IEEE Access, 2024)

Quantization Aware Factorization for Deep Neural Network Compression. - Daria Cherniuk; Stanislav Abukhovich; Anh Huy Phan 001; Ivan V. Oseledets; Andrzej Cichocki; Julia Gusak (J. Artif. Intell. Res., 2024)

Inter-participant transfer learning with attention based domain adversarial training for P300 detection. - Shurui Li 001; Ian Daly; Cuntai Guan; Andrzej Cichocki; Jing Jin 001 (Neural Networks, 2024)

A Time-Local Transformation Steady-State Visual Evoked Potentials Recognition Framework Combined With Filter Banks. - Ke Qin; Ren Xu; Xinjie He; Yutao Zhang; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (IEEE Trans. Instrum. Meas., 2024)

1-Bit Tensor Completion via Max-and-Nuclear-Norm Composite Optimization. - Wenfei Cao; Xia Chen; Shoucheng Yan; Zeyue Zhou; Andrzej Cichocki (IEEE Trans. Signal Process., 2024)

A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki (J. Sci. Comput., 2024)

Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. - Salman Ahmadi-Asl; Anh Huy Phan 001; Cesar F. Caiafa; Andrzej Cichocki (Adv. Comput. Math., 2024)

Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. - Shenshen Li; Xing Xu 001; Xun Jiang 001; Fumin Shen; Zhe Sun 009; Andrzej Cichocki (ACM Trans. Multim. Comput. Commun. Appl., 2024)

A Survey of Neurodynamic Optimization. - Youshen Xia; Qingshan Liu 002; Jun Wang 002; Andrzej Cichocki (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

MOCNN: A Multiscale Deep Convolutional Neural Network for ERP-Based Brain-Computer Interfaces. - Jing Jin 001; Ruitian Xu; Ian Daly; Xueqing Zhao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cybern., 2024)

Leveraging Transfer Superposition Theory for Stable-State Visual Evoked Potential Cross-Subject Frequency Recognition. - Xinjie He; Brendan Z. Allison; Ke Qin; Wei Liang; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (IEEE Trans. Biomed. Eng., 2024)

Leveraging Spatiotemporal Estimation for Online Adaptive Steady-State Visual Evoked Potential Recognition. - Jing Jin 001; Xinjie He; Brendan Z. Allison; Ke Qin; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cogn. Dev. Syst., 2024)

So Far Yet So Near: Time Series Data Augmentation with Exploring non-Semantic Boundaries based on Reinforcement Learning. - Haoran Li 014; Zhibo Zhang; Jiarong Kang; Xun Jiang 001; Xiaoli Gong; Jin Zhang 003; Zhe Sun 009; Andrzej Cichocki (ICASSP, 2025)

Essentia: Boosting Artifact Removal from EEG through Semantic Guidance Utilizing Diffusion Model. - Haoran Li 014; Zhibo Zhang; Yuchen Li; Xiaoli Gong; Jin Zhang 003; Tingjuan Lu; Jin Zhou; Zhe Sun 009; Andrzej Cichocki (ICASSP, 2025)

MPFDAN: Multi-Perspective Feature Dynamic Adaptation Network for Domain Adaptive Object Detection. - Hang Yang; Ke Liu; Wenchao Weng; Weichen Dai 001; Andrzej Cichocki; Wanzeng Kong (IJCNN, 2025)

AnoOnly: Semi-supervised anomaly detection with the only loss on anomalies. - Yixuan Zhou 001; Peiyu Yang; Yi Qu; Xing Xu 001; Zhe Sun 009; Andrzej Cichocki (Expert Syst. Appl., 2025)

Tensor-Train networks for learning predictive modeling of multidimensional data. - Michele Nazareth da Costa; Romis Attux; Andrzej Cichocki; João M. T. Romano (Neurocomputing, 2025)

SecNet: A second order neural network for MI-EEG. - Wei Liang; Brendan Z. Allison; Ren Xu; Xinjie He; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Inf. Process. Manag., 2025)

Effective feature-sample co-clustering by adaptive feature-sample co-weighting. - Yiyan Wang; Mimi Jin; Yuxin Chen; Yong Peng 001; Ziyue Yang; Feiping Nie 001; Andrzej Cichocki; Wanzeng Kong (Inf. Sci., 2025)

Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces. - Shurui Li 001; Ren Xu; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neural Networks, 2025)

Multi-Scale Pyramid Squeeze Attention Similarity Optimization Classification Neural Network for ERP Detection. - Ruitian Xu; Brendan Z. Allison; Xueqing Zhao; Wei Liang; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neural Networks, 2025)

Nonnegative Tensor Decomposition via Collaborative Neurodynamic Optimization. - Salman Ahmadi-Asl; Valentin Leplat; Anh Huy Phan 001; Andrzej Cichocki (SIAM J. Sci. Comput., 2025)

Dual-Brain EEG Decoding for Target Detection via Joint Learning in Shared and Private Spaces. - Bingfeng He; Li Zhu 005; Junhua Li; Andrzej Cichocki; Wanzeng Kong (IEEE Signal Process. Lett., 2025)

Adaptive Feature-Weighted Local-Global Clustering. - Mimi Jin; Yiyan Wang; Yong Peng 001; Feiping Nie 001; Andrzej Cichocki (IEEE Signal Process. Lett., 2025)

Imagined Speech Decoding by Learning Consensus Graph From RKHS-Based Multi-View EEG Features. - Zhenye Zhao; Yong Peng 001; Kenneth P. Camilleri; Wanzeng Kong; Andrzej Cichocki (IEEE Signal Process. Lett., 2025)

CoAdapt: Collaborative Adaptation Between Latent EEG Feature Representation and Annotation for Emotion Decoding. - Xiaoxiao Gong; Yuxin Chen; Pengfei Zhang; Yong Peng 001; Jinglong Fang; Andrzej Cichocki (IEEE Trans. Instrum. Meas., 2025)

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. - Yixuan Zhou 001; Xing Xu 001; Zhe Sun 009; Jingkuan Song; Andrzej Cichocki; Heng Tao Shen (IEEE Trans. Multim., 2025)

Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces. - Jing Jin 001; Weijie Chen; Ren Xu; Wei Liang; Xiao Wu; Xinjie He; Xingyu Wang 004; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2025)

Generalized Exponentiated Gradient Algorithms Using the Euler Two-Parameter Logarithm. - Andrzej Cichocki (CoRR, 2025)

Mirror Descent and Novel Exponentiated Gradient Algorithms Using Trace-Form Entropies and Deformed Logarithms. - Andrzej Cichocki; Toshihisa Tanaka 001; Sergio Cruces (CoRR, 2025)

Cross-Stimulus Transfer Learning Framework Using Common Period Repetition Components for Fast Calibration of SSVEP-Based BCIs. - Jing Jin 001; Xinjie He; Ren Xu; Ruiyu Zhao; Xin Long; Xingyu Wang 004; Andrzej Cichocki (IEEE Internet Things J., 2025)

Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials. - Jing Jin 001; Xiao Wu; Ian Daly; Weijie Chen; Xinjie He; Xingyu Wang 004; Andrzej Cichocki (IEEE Internet Things J., 2025)

A Growing Bubble Speller Paradigm for Brain-Computer Interface Based on Event-Related Potentials. - Jing Jin 001; Xueqing Zhao; Ian Daly; Shurui Li 001; Xingyu Wang 004; Andrzej Cichocki; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2025)

Mirror Descent Using the Tempesta Generalized Multi-parametric Logarithms. - Andrzej Cichocki (CoRR, 2025)

Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. - Xun Jiang 001; Xing Xu 001; Liqing Zhu; Zhe Sun 009; Andrzej Cichocki; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Fine-grained Semantic Disentanglement Network for Multimodal Sarcasm Analysis. - Jiajia Tang; Binbin Ni; Feiwei Zhou; Dongjun Liu; Yu Ding 001; Yong Peng 001; Andrzej Cichocki; Qibin Zhao; Wanzeng Kong (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Spontaneous Spatial Cognition Emerges during Egocentric Video Viewing through Non-invasive BCI. - Weichen Dai 001; Yuxuan Huang; Li Zhu 005; Dongjun Liu; Yu Zhang 009; Qibin Zhao; Andrzej Cichocki; Fabio Babiloni; Ke Li; Jianyu Qiu; Gangyong Jia; Wanzeng Kong; et al. (CoRR, 2025)

Correction to: A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. - Salman Ahmadi-Asl; Anh Huy Phan 001; Andrzej Cichocki (J. Sci. Comput., 2025)

Reinforcement Learning Decoding Method of Multi-User EEG Shared Information Based on Mutual Information Mechanism. - Jinhao Zhang; Li Zhu 005; Wanzeng Kong; Jianhai Zhang; Jianting Cao; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2025)

An Interpretable Regression Method for Upper Limb Motion Trajectories Detection With EEG Signals. - Miao Tian; Shurui Li 001; Ren Xu; Andrzej Cichocki; Jing Jin 001 (IEEE Trans. Biomed. Eng., 2025)

Adaptive knowledge selection in dialogue systems: Accommodating diverse knowledge types, requirements, and generation models. - Yao Zhang; Lang Qin; Zhongtian Bao; Hongru Liang; Jun Wang 023; Zhenglu Yang; Zhe Sun 009; Andrzej Cichocki (Neural Networks, 2026)