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

Kernel Relative Principal Component Analysis for Pattern Recognition. - Yoshikazu Washizawa; Kenji Hikida; Toshihisa Tanaka 001; Yukihiko Yamashita (SSPR/SPR, 2004)

First results on uniqueness of sparse non-negative matrix factorization. - Fabian J. Theis; Kurt Stadlthanner; Toshihisa Tanaka 001 (EUSIPCO, 2005)

A Fast and Efficient Method for Compressing fMRI Data Sets. - Fabian J. Theis; Toshihisa Tanaka 001 (ICANN (2), 2005)

A New Concept of Security Camera Monitoring with Privacy Protection by Masking Moving Objects. - Kenichi Yabuta; Hitoshi Kitazawa; Toshihisa Tanaka 001 (PCM (1), 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)

Generalized weighted rules for principal components tracking. - Toshihisa Tanaka 001 (IEEE Trans. Signal Process., 2005)

Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter. - Toshihisa Tanaka 001; Simone G. O. Fiori (ICASSP (3), 2006)

Sparseness by Iterative Projections Onto Spheres. - Fabian J. Theis; Toshihisa Tanaka 001 (ICASSP (5), 2006)

A Fast Predictive Lossless Coder for fMRI Data Sets. - Toshihisa Tanaka 001; Yumi Murakami; Fabian J. Theis (ICIP, 2006)

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

Region-Based Sub-pixel Motion Estimation from Noisy, Blurred, and Down-Sampled Sequences. - Osama A. Omer; Toshihisa Tanaka 001 (PCM, 2006)

A new concept of real-time security camera monitoring with privacy protection by masking moving objects. - Kenichi Yabuta; Hitoshi Kitazawa; Toshihisa Tanaka 001 (Real-Time Image Processing, 2006)

Variable-length lapped transforms with a combination of multiple synthesis filter banks for image coding. - Toshihisa Tanaka 001; Yasutaka Hirasawa; Yukihiko Yamashita (IEEE Trans. Image Process., 2006)

A Direct Design of Oversampled Perfect Reconstruction FIR Filter Banks. - Toshihisa Tanaka 001 (IEEE Trans. Signal Process., 2006)

Rotation Invariant Complex Empirical Mode Decomposition. - Muhammad Altaf; Temujin Gautama; Toshihisa Tanaka 001; Danilo P. Mandic (ICASSP (3), 2007)

Least Squares Approximate Joint Diagonalization on the Orthogonal Group. - Toshihisa Tanaka 001; Simone G. O. Fiori (ICASSP (2), 2007)

Blood Volume Signal Analysis with Empirical Mode Decomposition. - George Souretis; Danilo P. Mandic; Massimo Grisseli; Toshihisa Tanaka 001; Marc M. Van Hulle (DSP, 2007)

Super-resolution based on region-matching motion estimation. - Osama A. Omer; Toshihisa Tanaka 001 (VCIP, 2007)

Complex Empirical Mode Decomposition. - Toshihisa Tanaka 001; Danilo P. Mandic (IEEE Signal Process. Lett., 2007)

Rhythmic component extraction for multi-channel EEG data analysis. - Toshihisa Tanaka 001; Yuki Saito 007 (ICASSP, 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)

An averaging method for a committee of special-orthogonal-group machines. - Simone G. O. Fiori; Toshihisa Tanaka 001 (ISCAS, 2008)

Pitch Shifting of Music Based on Adaptive Order Estimation of Linear Predictor. - Naoki Koshikawa; Takahiro Murakami; Toshihisa Tanaka 001 (PCM, 2008)

Image Extrema Analysis and Blur Detection with Identification. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (SITIS, 2008)

Demosaicking Based on Optimization and Projection in Different Frequency Bands. - Osama A. Omer; Toshihisa Tanaka 001 (EURASIP J. Image Video Process., 2008)

Advances in blind signal processing. - Deniz Erdogmus; Danilo P. Mandic; Toshihisa Tanaka 001 (Neurocomputing, 2008)

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)

Adaptive rhythmic component extractionwith regularization for EEG data analysis. - Yuki Saito 007; Toshihisa Tanaka 001; Hiroshi Higashi (ICASSP, 2009)

Super-resolution based on blind deconvolution using similarity of power spectra. - Toshihisa Tanaka 001; Ryo Miyamoto; Rachel Mabanag Chong (ICDSC, 2009)

EMD Based Power Spectral Pattern Analysis for Quasi-Brain-Death EEG. - Qi-Wei Shi; Ju-Hong Yang; Jianting Cao; Toshihisa Tanaka 001; Tomasz M. Rutkowski; Ru-Bin Wang; Hui-Li Zhu (ICIC (2), 2009)

Learning averages over the lie group of symmetric positive-definite matrices. - Simone G. O. Fiori; Toshihisa Tanaka 001 (IJCNN, 2009)

Learning-machines-committee Averages over the Unitary Group of Matrices. - Simone G. O. Fiori; Toshihisa Tanaka 001 (ISCAS, 2009)

Region-Based Super Resolution for Video Sequences Considering Registration Error. - Osama A. Omer; Toshihisa Tanaka 001 (PSIVT, 2009)

Analysis of the EEG during the sleeping by the rhythmic component extraction. - Yohei Tomita; Yasue Mitsukura; Toshihisa Tanaka 001; Jianting Cao (RO-MAN, 2009)

Detection and Classification of Invariant Blurs. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Time-Domain Blind Signal Separation of Convolutive Mixtures via Multidimensional Independent Component Analysis. - Takahiro Murakami; Toshihisa Tanaka 001; Yoshihisa Ishida (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Measurement of Similarity between Latent Variables. - Takahiro Murakami; Toshihisa Tanaka 001; Yoshihisa Ishida (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Image Restoration Based on Adaptive Directional Regularization. - Osama A. Omer; Toshihisa Tanaka 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Privacy Protection by Masking Moving Objects for Security Cameras. - Kenichi Yabuta; Hitoshi Kitazawa; Toshihisa Tanaka 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

A Design of Apparent-Age Estimation System by the Empirical Mode Decomposition. - Hironobu Fukai; Hironori Takimoto; Yasue Mitsukura; Toshihisa Tanaka 001; Minoru Fukumi (J. Circuits Syst. Comput., 2009)

Empirical Mode Decomposition Method for MEG Phantom Data Analysis. - Ju-Hong Yang; Yuki Saito 007; Qi-Wei Shi; Jianting Cao; Toshihisa Tanaka 001; Tsunehiro Takeda (J. Circuits Syst. Comput., 2009)

Fast Generalized Eigenvector Tracking Based on the Power Method. - Toshihisa Tanaka 001 (IEEE Signal Process. Lett., 2009)

An algorithm to compute averages on matrix Lie groups. - Simone G. O. Fiori; Toshihisa Tanaka 001 (IEEE Trans. Signal Process., 2009)

Finding initial values for time-varying joint diagonalization. - Gen Hori; Toshihisa Tanaka 001 (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)

An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD. - Qi-Wei Shi; Wei Zhou; Jianting Cao; Danilo P. Mandic; Toshihisa Tanaka 001; Tomasz M. Rutkowski; Ru-Bin Wang (ICIC (2), 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)

Rhythmic component extraction considering phase alignment and the application to motor imagery-based brain computer interfacing. - Hiroshi Higashi; Toshihisa Tanaka 001; Yasue Mitsukura (IJCNN, 2010)

EEG frequency analysis for dozing detection system. - Yohei Tomita; Yasue Mitsukura; Toshihisa Tanaka 001; Jianting Cao (IJCNN, 2010)

Dynamic Extension of Approximate Entropy Measure for Brain-Death EEG. - Qi-Wei Shi; Jianting Cao; Wei Zhou; Toshihisa Tanaka 001; Ru-Bin Wang (ISNN (2), 2010)

Blur Identification Based on Maxima Locations for Color Image Restoration. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (MUE, 2010)

Brain-Computer Interface System Using Approximate Entropy and EMD Techniques. - Qi-Wei Shi; Wei Zhou; Jianting Cao; Toshihisa Tanaka 001; Ru-Bin Wang (ICSI (2), 2010)

Extraction of High-Resolution Frame from Low-Resolution Video Sequence Using Region-Based Motion Estimation. - Osama A. Omer; Toshihisa Tanaka 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2010)

Moving Picture Coding by Lapped Transform and Edge Adaptive Deblocking Filter with Zero Pruning SPIHT. - Nasharuddin Zainal; Toshihisa Tanaka 001; Yukihiko Yamashita (IEICE Trans. Inf. Syst., 2010)

Image Superresolution Based on Locally Adaptive Mixed-Norm. - Osama A. Omer; Toshihisa Tanaka 001 (J. Electr. Comput. Eng., 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)

An objective criterion for the comparison of reconstructed images. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (ICICS, 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)

Optimal design of a bank of spatio-temporal filters for EEG signal classification. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2011)

Classification by weighting for spatio-frequency components of EEG signal during motor imagery. - Hiroshi Higashi; Toshihisa Tanaka 001 (ICASSP, 2011)

A machine learning based approach to weather parameter estimation in Doppler weather radar. - Satoshi Kon; Toshihisa Tanaka 001; Humihiko Mizutani; Masakazu Wada (ICASSP, 2011)

Detection of motion blur direction based on maxima locations for blind deconvolution. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (Image Processing: Algorithms and Systems, 2011)

Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping. - Yohei Tomita; Yasue Mitsukura; Toshihisa Tanaka 001; Jianting Cao (ISNN (3), 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)

Region-based weighted-norm with adaptive regularization for resolution enhancement. - Osama A. Omer; Toshihisa Tanaka 001 (Digit. Signal Process., 2011)

Maxima Exploitation for Reference Blurring Function in Motion Deconvolution. - Rachel Mabanag Chong; Toshihisa Tanaka 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2011)

EEG data analysis based on EMD for coma and quasi-brain-death patients. - Qi-Wei Shi; Ju-Hong Yang; Jianting Cao; Toshihisa Tanaka 001; Rubin Wang; Hui-Li Zhu (J. Exp. Theor. Artif. Intell., 2011)

A comparison of two algorithmic recipes to parametrize rectangular orthogonal matrices. - Simone G. O. Fiori; Tetsuya Kaneko; Toshihisa Tanaka 001 (APSIPA, 2012)

EEG energy analysis based on MEMD with ICA pre-processing. - Yunchao Yin; Jianting Cao; Toshihisa Tanaka 001 (APSIPA, 2012)

Toward multi-command auditory brain computer interfacing using speech stimuli. - Shuho Yoshimoto; Yoshikazu Washizawa; Toshihisa Tanaka 001; Hiroshi Higashi; Jun Tamura (APSIPA, 2012)

Time sparsification of EEG signals in motor-imagery based brain computer interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2012)

Phase-based brain consciousness analysis. - Ling Li 010; David Looney; Cheolsoo Park; Toshihisa Tanaka 001; Jianting Cao; Danilo P. Mandic (EMBC, 2012)

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

A method to compute averages over the compact Stiefel manifold. - Tetsuya Kaneko; Toshihisa Tanaka 001; Simone G. O. Fiori (ICASSP, 2012)

Multivariate EMD based approach to EOG artifacts separation from EEG. - M. Khademul Islam Molla; Toshihisa Tanaka 001; Tomasz M. Rutkowski (ICASSP, 2012)

Adaptive kernel principal components tracking. - Toshihisa Tanaka 001; Yoshikazu Washizawa; Anthony Kuh (ICASSP, 2012)

Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. - Simone G. O. Fiori; Tetsuya Kaneko; Toshihisa Tanaka 001 (IJCNN, 2012)

A simple platform of brain-controlled mobile robot and its implementation by SSVEP. - Cheng Zhang; Yosuke Kimura; Hiroshi Higashi; Toshihisa Tanaka 001 (IJCNN, 2012)

SSVEP frequency detection methods considering background EEG. - Toshihisa Tanaka 001; Cheng Zhang; Hiroshi Higashi (SCIS&ISIS, 2012)

Approximate solutions and performance bounds for the sensor placement problem. - Muhammad Sharif Uddin; Anthony Kuh; Aleksandar Kavcic; Toshihisa Tanaka 001 (SmartGridComm, 2012)

Artifact suppression from EEG signals using data adaptive time domain filtering. - Md. Khademul Islam Molla; Md. Rabiul Islam 003; Toshihisa Tanaka 001; Tomasz M. Rutkowski (Neurocomputing, 2012)

Band selection by criterion of common spatial patterns for motor imagery based brain machine interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (APSIPA, 2013)

Multikernel adaptive filters with multiple dictionaries and regularization. - Taichi Ishida; Toshihisa Tanaka 001 (APSIPA, 2013)

Dynamic approximate entropy with band filtering for patient's EEG consciousness analysis. - Yunchao Yin; Daren Zheng; Jianting Cao; Toshihisa Tanaka 001 (BIBM, 2013)

Regularization using similarities of signals observed in nearby sensors for feature extraction of brain signals. - Hiroshi Higashi; Toshihisa Tanaka 001 (EMBC, 2013)

Asynchronous brain-computer interfacing based on intended movement direction. - Keita Shimpo; Toshihisa Tanaka 001 (EMBC, 2013)

Detection of phase synchronization in EEG with Bivariate Empirical Mode Decomposition. - Kenji Tanaka; Yuji Mizuno; Toshihisa Tanaka 001; Keiichi Kitajo (EMBC, 2013)

Phase synchronization analysis of EEG channels using bivariate empirical mode decomposition. - Md. Khademul Islam Molla; Toshihisa Tanaka 001; Tomasz M. Rutkowski; Kenji Tanaka (ICASSP, 2013)

A joint tensor diagonalization approach to active data selection for EEG classification. - Naoki Tomida; Hiroshi Higashi; Toshihisa Tanaka 001 (ICASSP, 2013)

Common Spatio-Time-Frequency Patterns for Motor Imagery-Based Brain Machine Interfaces. - Hiroshi Higashi; Toshihisa Tanaka 001 (Comput. Intell. Neurosci., 2013)

Mixed Maps for Kolmogoroff-Nagumo-Type Averaging on the Compact Stiefel Manifold - Simone G. O. Fiori; Tetsuya Kaneko; Toshihisa Tanaka 001 (CoRR, 2013)

Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification. - Hiroshi Higashi; Toshihisa Tanaka 001 (IEEE Trans. Biomed. Eng., 2013)

SSVEP-Based Brain-Computer Interfaces Using FSK-Modulated Visual Stimuli. - Yosuke Kimura; Toshihisa Tanaka 001; Hiroshi Higashi; Naoki Morikawa (IEEE Trans. Biomed. Eng., 2013)

Empirical Arithmetic Averaging Over the Compact Stiefel Manifold. - Tetsuya Kaneko; Simone G. O. Fiori; Toshihisa Tanaka 001 (IEEE Trans. Signal Process., 2013)

Smoothing of spatial filter by graph Fourier transform for EEG signals. - Hiroshi Higashi; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2014)

Phase detection of multi-channel SSVEPs via complex sparse spatial weighting. - Keita Shimpo; Toshihisa Tanaka 001 (APSIPA, 2014)

Parameter estimation for von mises-fisher mixture model via Gaussian distribution. - Suguru Yasutomi; Toshihisa Tanaka 001 (APSIPA, 2014)

Visually stimulated brain-computer interfaces compete with eye tracking interfaces when using small targets. - Kaori Suefusa; Toshihisa Tanaka 001 (EMBC, 2014)

A reduced rank approach for covariance matrix estimation in EEG signal classification. - Naoki Tomida; Masao Yamagishi; Isao Yamada; Toshihisa Tanaka 001 (EMBC, 2014)

A brain-computer interface using binary phase-shift keying visual stimuli. - Naoki Morikawa; Toshihisa Tanaka 001 (ICARCV, 2014)

Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold. - Simone G. O. Fiori; Tetsuya Kaneko; Toshihisa Tanaka 001 (ICASSP, 2014)

EEG energy analysis for evaluating consciousness level using dynamic MEMD. - Gaochao Cui; Yunchao Yin; Toshihisa Tanaka 001; Jianting Cao (IJCNN, 2014)

Acoustic Beamforming with Maximum SNR Criterion and Efficient Generalized Eigenvector Tracking. - Toshihisa Tanaka 001; Mitsuaki Shiono (PCM, 2014)

Frequency recognition for SSVEP-BCI using reference signals with dominant stimulus frequency. - Md. Rabiul Islam 003; Toshihisa Tanaka 001; Md. Khademul Islam Molla; Most. Sheuli Akter (APSIPA, 2015)

Subspace-constrained multilinear discriminant analysis for ERP-based brain computer interface classification. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2015)

Responses in posterior parietal cortex to movement intention task with visual and tactile cues. - Yusuke Kamikawa; Toshihisa Tanaka 001 (EMBC, 2015)

Efficient construction of dictionaries for kernel adaptive filtering in a dynamic environment. - Taichi Ishida; Toshihisa Tanaka 001 (ICASSP, 2015)

Phase-based detection of intentional state for asynchronous brain-computer interface. - Kaori Suefusa; Toshihisa Tanaka 001 (ICASSP, 2015)

Dictionary-based online kernel principal subspace analysis with double orthogonality preservation. - Toshihisa Tanaka 001 (ICASSP, 2015)

Frequency recognition for SSVEP-based BCI with data adaptive reference signals. - Md. Rabiul Islam 003; Toshihisa Tanaka 001; Naoki Morikawa; Md. Khademul Islam Molla (DSP, 2015)

EEG signal enhancement using multivariate wavelet transform. - Md. Khademul Islam Molla; Toshihisa Tanaka 001; Tatsuhiko Osa; Md. Rabiul Islam 003 (DSP, 2015)

Analysis of Brain-Death EEG Data Using 2T-EMD Algorithm. - Daren Zheng; Gaochao Cui; Jianting Cao; Toshihisa Tanaka 001 (SITIS, 2015)

Active Data Selection for Motor Imagery EEG Classification. - Naoki Tomida; Toshihisa Tanaka 001; Shunsuke Ono; Masao Yamagishi; Hiroshi Higashi (IEEE Trans. Biomed. Eng., 2015)

Tangent-Bundle Maps on the Grassmann Manifold: Application to Empirical Arithmetic Averaging. - Simone G. O. Fiori; Tetsuya Kaneko; Toshihisa Tanaka 001 (IEEE Trans. Signal Process., 2015)

Smoothing of xDAWN spatial filters for robust extraction of event-related potentials. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (APSIPA, 2016)

Sparse spatial filtering in frequency domain of multi-channel EEG for frequency and phase detection. - Naoki Morikawa; Toshihisa Tanaka 001 (APSIPA, 2016)

Spatial smoothing of canonical correlation analysis for steady state visual evoked potential based brain computer interfaces. - Shingo Ryu; Hiroshi Higashi; Toshihisa Tanaka 001; Shigeki Nakauchi; Tetsuto Minami (EMBC, 2016)

Decoding of responses to mixed frequency and phase coded visual stimuli using multiset canonical correlation analysis. - Kaori Suefusa; Toshihisa Tanaka 001 (EMBC, 2016)

Frequency recognition of steady-state visually evoked potentials using binary subband canonical correlation analysis with reduced dimension of reference signals. - Md. Rabiul Islam 003; Toshihisa Tanaka 001; Masaki Nakanishi; Md. Khademul Islam Molla (ICASSP, 2016)

Efficient sensor position selection using graph signal sampling theory. - Akie Sakiyama; Yuichi Tanaka 001; Toshihisa Tanaka 001; Antonio Ortega (ICASSP, 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)

Sparse kernel principal component analysis based on elastic net regularization. - Duo Wang; Toshihisa Tanaka 001 (IJCNN, 2016)

Dimensionality reduction of sample covariance matrices by graph fourier transform for motor imagery brain-machine interface. - Toshihisa Tanaka 001; Takashi Uehara; Yuichi Tanaka 001 (SSP, 2016)

Multilinear Discriminant Analysis With Subspace Constraints for Single-Trial Classification of Event-Related Potentials. - Hiroshi Higashi; Tomasz M. Rutkowski; Toshihisa Tanaka 001; Yuichi Tanaka 001 (IEEE J. Sel. Top. Signal Process., 2016)

Epileptic focus localization based on bivariate empirical mode decomposition and entropy. - Tatsunori Itakura; Toshihisa Tanaka 001 (APSIPA, 2017)

A drag-and-drop type human computer interaction technique based on electrooculogram. - Shohei Ogai; Toshihisa Tanaka 001 (APSIPA, 2017)

Doubly adaptive kernel filtering. - Tomoya Wada; Toshihisa Tanaka 001 (APSIPA, 2017)

Classification of familiarity based on cross-correlation features between EEG and music. - Yuiko Kumagai; Mahnaz Arvaneh; Haruki Okawa; Tomoya Wada; Toshihisa Tanaka 001 (EMBC, 2017)

Accelerated sensor position selection using graph localization operator. - Akie Sakiyama; Yuichi Tanaka 001; Toshihisa Tanaka 001; Antonio Ortega (ICASSP, 2017)

Reduced calibration by efficient transformation of templates for high speed hybrid coded SSVEP brain-computer interfaces. - Kaori Suefusa; Toshihisa Tanaka 001 (ICASSP, 2017)

Classification of motor imagery BCI using multiband tangent space mapping. - Md. Rabiul Islam 003; Toshihisa Tanaka 001; Most. Sheuli Akter; Md. Khademul Islam Molla (DSP, 2017)

Analysis and prediction of "Yuru-Chara" mascot popularity using visual and auditory features. - Yuri Nakasato; Toshihisa Tanaka 001 (ICME Workshops, 2017)

Robust Averaging of Covariances for EEG Recordings Classification in Motor Imagery Brain-Computer Interfaces. - Takashi Uehara; Matteo Sartori; Toshihisa Tanaka 001; Simone G. O. Fiori (Neural Comput., 2017)

Fully Data-Driven Optimization of Gaussian Parameters for Kernel Classifier. - Kosuke Fukumori; Toshihisa Tanaka 001 (APSIPA, 2018)

Doubly Sparse Bayesian Kernel Logistic Regression. - Atsushi Kojima; Toshihisa Tanaka 001 (APSIPA, 2018)

Epileptic Focus Localization Based on iEEG by Using Positive Unlabeled (PU) Learning. - Xuyang Zhao; Toshihisa Tanaka 001; Wanzeng Kong; Qibin Zhao; Jianting Cao; Hidenori Sugano; Noboru Yoshida (APSIPA, 2018)

Waveform-Based Multi-Stimulus Coding for Brain-Computer Interfaces Based on Steady-State Visual Evoked Potentials. - Yutaro Tanji; Masaki Nakanishi; Kaori Suefusa; Toshihisa Tanaka 001 (ICASSP, 2018)

Dictionary Learning for Gaussian Kernel Adaptive Filtering with Variablekernel Center and Width. - Tomoya Wada; Kosuke Fukumori; Toshihisa Tanaka 001 (ICASSP, 2018)

Detection of Epileptic Foci Based on Interictal iEEG by Using Convolutional Neural Network. - Xuyang Zhao; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao; Wanzeng Kong; Hidenori Sugano; Noboru Yoshida (DSP, 2018)

Generalized Gaussian Kernel Adaptive Filtering. - Tomoya Wada; Kosuke Fukumori; Toshihisa Tanaka 001; Simone G. O. Fiori (CoRR, 2018)

Asynchronous Brain-Computer Interfacing Based on Mixed-Coded Visual Stimuli. - Kaori Suefusa; Toshihisa Tanaka 001 (IEEE Trans. Biomed. Eng., 2018)

A Simple Gaussian Kernel Classifier with Automated Hyperparameter Tuning. - Kosuke Fukumori; Toshihisa Tanaka 001 (APSIPA, 2019)

Physiological signals responses to normal and abnormal brake events in simulated autonomous car. - Yaming Hu; Shun Nakamura; Tsuyoshi Yamanaka; Toshihisa Tanaka 001 (APSIPA, 2019)

A Language Model-Based Design of Reduced Phoneme Set for Acoustic Model. - Shuji Komeiji; Toshihisa Tanaka 001 (APSIPA, 2019)

A One-Dimensional Convolutional Neural Network Model for Automated Localization of Epileptic Foci. - Boning Li; Xuyang Zhao; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao (APSIPA, 2019)

Epileptic Seizure Detection from EEG Signals Using Multiband Features with Feedforward Neural Network. - Kazi Mahmudul Hassan; Md. Rabiul Islam 003; Toshihisa Tanaka 001; Md. Khademul Islam Molla (CW, 2019)

Electroencephalography Based Motor Imagery Classification Using Unsupervised Feature Selection. - Abdullah Al Shiam; Md. Rabiul Islam 003; Toshihisa Tanaka 001; Md. Khademul Islam Molla (CW, 2019)

Fully Data-driven Convolutional Filters with Deep Learning Models for Epileptic Spike Detection. - Kosuke Fukumori; Hoang Thien Thu Nguyen; Noboru Yoshida; Toshihisa Tanaka 001 (ICASSP, 2019)

Localization of Epileptic Foci by Using Convolutional Neural Network Based on iEEG. - Linfeng Sui; Xuyang Zhao; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao (AIAI, 2019)

Automatic Identification of Epileptic Focus on High-Frequency Components in Interictal iEEG. - Most. Sheuli Akter; Md. Rabiul Islam 003; Toshihisa Tanaka 001; Kosuke Fukumori; Yasushi Limura; Hidenori Sugano (IIAI-AAI, 2019)

Quasi-Brain-Death EEG Diagnosis Based on Tensor Train Decomposition. - Qipeng Chen; Longhao Yuan; Yao Miao; Qibin Zhao; Toshihisa Tanaka 001; Jianting Cao (ISNN (2), 2019)

Eigendecomposition-Free Sampling Set Selection for Graph Signals. - Akie Sakiyama; Yuichi Tanaka 001; Toshihisa Tanaka 001; Antonio Ortega (IEEE Trans. Signal Process., 2019)

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Yuichi Tanaka 001; Fabien Lotte (EMBC, 2020)

Automatic Detection of Epileptic Focus in Ripple and Fast Ripple Bands of Interictal iEEG based on Multi-band Analysis. - Most. Sheuli Akter; Md. Rabiul Islam 003; Kosuke Fukumori; Yasushi Limura; Hidenori Sugano; Toshihisa Tanaka 001 (ICAIIC, 2020)

A Robust Method for Kernel Principal Component Analysis. - Duo Wang; Toshihisa Tanaka 001 (ICAIIC, 2020)

Scalpnet: Detection of Spatiotemporal Abnormal Intervals in Epileptic EEG Using Convolutional Neural Networks. - Takahiko Sakai; Taku Shoji; Noboru Yoshida; Kosuke Fukumori; Yuichi Tanaka 001; Toshihisa Tanaka 001 (ICASSP, 2020)

Classification of Epileptic IEEG Signals by CNN and Data Augmentation. - Xuyang Zhao; Jordi Solé-Casals; Binghua Li; Zihao Huang 003; Andong Wang; Jianting Cao; Toshihisa Tanaka 001; Qibin Zhao (ICASSP, 2020)

Discriminative Feature Selection-Based Motor Imagery Classification Using EEG Signal. - Md. Khademul Islam Molla; Abdullah Al Shiam; Md. Rabiul Islam 003; Toshihisa Tanaka 001 (IEEE Access, 2020)

Robust Kernel Principal Component Analysis With ℓ2, 1-Regularized Loss Minimization. - Duo Wang; Toshihisa Tanaka 001 (IEEE Access, 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)

Statistical Features in High-Frequency Bands of Interictal iEEG Work Efficiently in Identifying the Seizure Onset Zone in Patients with Focal Epilepsy. - Most. Sheuli Akter; Md. Rabiul Islam 003; Toshihisa Tanaka 001; Yasushi Iimura; Takumi Mitsuhashi; Hidenori Sugano; Duo Wang; Md. Khademul Islam Molla (Entropy, 2020)

Graph Eigen Decomposition-Based Feature-Selection Method for Epileptic Seizure Detection Using Electroencephalography. - Md. Khademul Islam Molla; Kazi Mahmudul Hassan; Md. Rabiul Islam 003; Toshihisa Tanaka 001 (Sensors, 2020)

Bayesian Latent Factor Model for Higher-order Data. - Zerui Tao; Xuyang Zhao; Toshihisa Tanaka 001; Qibin Zhao (ACML, 2021)

Multi-feature Fusion for Epileptic Focus Localization Based on Tensor Representation. - Xuyang Zhao; Jordi Solé-Casals; Qibin Zhao; Jianting Cao; Toshihisa Tanaka 001 (APSIPA ASC, 2021)

Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram. - Yao Miao; Yasushi Iimura; Hidenori Sugano; Kosuke Fukumori; Taku Shoji; Toshihisa Tanaka 001 (EMBC, 2021)

Convolution Neural Network Recognition of Epileptic Foci Based on Composite Signal Processing of Electroencephalograph Data. - Mo Xia; Linfeng Sui; Xuyang Zhao; Toshihisa Tanaka 001; Jianting Cao (KES, 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)

Waveform-Coded Steady-State Visual Evoked Potentials for Brain-Computer Interfaces. - Masaki Nakanishi; Yutaro Tanji; Toshihisa Tanaka 001 (IEEE Access, 2021)

Automated detection of abnormalities from an EEG recording of epilepsy patients with a compact convolutional neural network. - Taku Shoji; Noboru Yoshida; Toshihisa Tanaka 001 (Biomed. Signal Process. Control., 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)

Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism. - Kosuke Fukumori; Noboru Yoshida; Hidenori Sugano; Madoka Nakajima; Toshihisa Tanaka 001 (ICASSP, 2022)

Transformer-Based Estimation of Spoken Sentences Using Electrocorticography. - Shuji Komeiji; Kai Shigemi; Takumi Mitsuhashi; Yasushi Iimura; Hiroharu Suzuki; Hidenori Sugano; Koichi Shinoda; Toshihisa Tanaka 001 (ICASSP, 2022)

Preliminary Results on the Generation of Artificial Handwriting Data Using a Decomposition-Recombination Strategy. - José Fernando Adrán Otero; Oscar Soláns Caballer; Pere Martí-Puig; Zhe Sun; Toshihisa Tanaka 001; Jordi Solé-Casals (ICASSP, 2022)

Estimation of Stress Level Based on Biosignals in Response to Emotional Stimuli. - Masaki Ohata; Toshihisa Tanaka 001 (LifeTech, 2022)

IEEE Access Special Section Editorial: Behavioral Biometrics for Ehealth and Well-Being. - Donato Impedovo; Thurmon E. Lockhart; Jirí Mekyska; Bijan Najafi; Toshihisa Tanaka 001 (IEEE Access, 2022)

Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. - Kosuke Fukumori; Noboru Yoshida; Hidenori Sugano; Madoka Nakajima; Toshihisa Tanaka 001 (IEEE J. Biomed. Health Informatics, 2022)

Multimodal recognition of speech and electrocorticogram. - Mitali Ahuja; Shuji Komeiji; Takumi Mitsuhashi; Yasushi Iimura; Hiroharu Suzuki; Hidenori Sugano; Koichi Shinoda; Toshihisa Tanaka 001 (APSIPA ASC, 2023)

Event-Related Potential in Rapid Serial Visual Presentation-based Partial Face Cognition Depends on Visible Face Components. - Ingon Chanpornpakdi; Toshihisa Tanaka 001 (APSIPA ASC, 2023)

Identification of Seizure Onset Zone from Intracranial EEG Using Source Selection-Based Domain Adaptation. - Keisuke Matsubayashi; Yasushi Iimura; Takumi Mitsuhashi; Hidenori Sugano; Kosuke Fukumori; Xuyang Zhao; Toshihisa Tanaka 001 (EMBC, 2023)

Video stimuli suitable for stress estimation based on biosignals. - Masaki Ohata; Masaya Togashi; Ingon Chanpornpakdi; Toshihisa Tanaka 001 (EMBC, 2023)

Active Selection of Source Patients in Transfer Learning for Epileptic Seizure Detection Using Riemannian Manifold. - Toshiki Orihara; Kazi Mahmudul Hassan; Toshihisa Tanaka 001 (ICASSP, 2023)

Synthesizing Speech from ECoG with a Combination of Transformer-Based Encoder and Neural Vocoder. - Kai Shigemi; Shuji Komeiji; Takumi Mitsuhashi; Yasushi Iimura; Hiroharu Suzuki; Hidenori Sugano; Koichi Shinoda; Kohei Yatabe; Toshihisa Tanaka 001 (ICASSP, 2023)

Scalable Bayesian Tensor Ring Factorization for Multiway Data Analysis. - Zerui Tao; Toshihisa Tanaka 001; Qibin Zhao (ICONIP (1), 2023)

Undirected Probabilistic Model for Tensor Decomposition. - Zerui Tao; Toshihisa Tanaka 001; Qibin Zhao (NeurIPS, 2023)

Estimation of Imagined Rhythms from EEG by Spatiotemporal Convolutional Neural Networks. - Naoki Yoshimura; Toshihisa Tanaka 001; Yuta Inaba (SSP, 2023)

The Role of the Eyes: Investigating Face Cognition Mechanisms Using Machine Learning and Partial Face Stimuli. - Ingon Chanpornpakdi; Toshihisa Tanaka 001 (IEEE Access, 2023)

Special Issue "Machine Learning Methods for Biomedical Data Analysis". - Cesar F. Caiafa; Zhe Sun; Toshihisa Tanaka 001; Pere Martí-Puig; Jordi Solé-Casals (Sensors, 2023)

Efficient Nonparametric Tensor Decomposition for Binary and Count Data. - Zerui Tao; Toshihisa Tanaka 001; Qibin Zhao (AAAI, 2024)

Electroencenphalogram-Based Effective Features for Sustained Attention Assessment in Conversation. - Masaya Togashi; Ingon Chanpornpakdi; Toshihisa Tanaka 001 (APSIPA, 2024)

Is Attention All You Need for EEG to Predict Neurological Outcomes in Cardiac Arrest? - Jefferson Dionisio; Muhammad Rizwan; Hidetaka Suzuki; Kazi Mahmudul Hassan; Ingon Chanpornpakdi; Lian-Yu Lin; Toshihisa Tanaka 001; Che Lin (BHI, 2024)

LightIED: Explainable AI with Light CNN for Interictal Epileptiform Discharge Detection. - Ibuki Inoue; Xuyang Zhao; Shuji Komeiji; Noboru Yoshida; Hidenori Sugano; Madoka Nakajima; Toshihisa Tanaka 001 (EMBC, 2024)

Detection of Epileptic Seizures in Long Eeg Recordings Using an Anomaly Detector with Artifact Rejection. - Kazi Mahmudul Hassan; Xuyang Zhao; Hidenori Sugano; Toshihisa Tanaka 001 (ICASSP, 2024)

Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. - Guang Lin 002; Chao Li 013; Jianhai Zhang; Toshihisa Tanaka 001; Qibin Zhao (ICLR, 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)

EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge. - Xuyang Zhao; Qibin Zhao; Toshihisa Tanaka 001 (CoRR, 2024)

Robust Diffusion Models for Adversarial Purification. - Guang Lin 002; Zerui Tao; Jianhai Zhang; Toshihisa Tanaka 001; Qibin Zhao (CoRR, 2024)

MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification. - Binghua Li; Jie Mao; Zhe Sun; Chao Li 013; Qibin Zhao; Toshihisa Tanaka 001 (CoRR, 2024)

Nonparametric tensor ring decomposition with scalable amortized inference. - Zerui Tao; Toshihisa Tanaka 001; Qibin Zhao (Neural Networks, 2024)

Causal Connectivity Network Analysis of Ictal Electrocorticogram With Temporal Lobe Epilepsy Based on Dynamic Phase Transfer Entropy. - Yao Miao; Hiroharu Suzuki; Hidenori Sugano; Tetsuya Ueda; Yasushi Iimura; Ryosuke Matsui; Toshihisa Tanaka 001 (IEEE Trans. Biomed. Eng., 2024)

Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. - Maria Sayu Yamamoto; Khadijeh Sadatnejad; Toshihisa Tanaka 001; Md. Rabiul Islam 003; Frédéric Dehais; Yuichi Tanaka 001; Fabien Lotte (IEEE Trans. Biomed. Eng., 2024)

Toward Designing a Reduced Phone Set Using Text Decoding Accuracy Estimates in Speech BCI. - Shuji Komeiji; Koichi Shinoda; Toshihisa Tanaka 001 (BIOSTEC (1), 2025)

Eye-tracking analysis of expertise-based visual behavior in 8K video quality assessment. - Yasuko Sugito; Toshihisa Tanaka 001 (ETRA, 2025)

SleepSatelightFTC: A Lightweight and Interpretable Deep Learning Model for Single-Channel EEG-Based Sleep Stage Classification. - Aozora Ito; Toshihisa Tanaka 001 (IEEE Access, 2025)

Adversarial guided diffusion models for adversarial purification. - Guang Lin 002; Zerui Tao; Jianhai Zhang; Toshihisa Tanaka 001; Qibin Zhao (Neural Networks, 2025)

Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation. - Guang Lin 002; Duc Thien Nguyen; Zerui Tao; Konstantinos Slavakis; Toshihisa Tanaka 001; Qibin Zhao (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)

MR-EEGWaveNet: Multiresolutional EEGWaveNet for Seizure Detection from Long EEG Recordings. - Kazi Mahmudul Hassan; Xuyang Zhao; Hidenori Sugano; Toshihisa Tanaka 001 (CoRR, 2025)

Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders With Mutual Information Constraints. - Suguru Yasutomi; Toshihisa Tanaka 001 (IEEE Trans. Knowl. Data Eng., 2025)

Cross-patient Seizure Onset Zone Classification by Patient-Dependent Weight. - Xuyang Zhao; Hidenori Sugano; Toshihisa Tanaka 001 (CoRR, 2025)