Blind source separation using Renyi's mutual information. - Kenneth E. Hild II; Deniz Erdogmus; José C. Príncipe (IEEE Signal Process. Lett., 2001)

Blind separation of uncorrelated sources via principal component analysis of observations for a symmetric mixing matrix. - Deniz Erdogmus; Kenneth E. Hild II; José C. Príncipe; Luis Vielva (EUSIPCO, 2002)

Simultaneous extraction of Principal Components using givens rotations and output variances. - Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Jing Zhao; Kenneth E. Hild II (ICASSP, 2002)

Blind source separation of time-varying instantaneous mixtures using an on-line algorithm. - Kenneth E. Hild II; Deniz Erdogmus; José C. Príncipe (ICASSP, 2002)

Do Hebbian synapses estimate entropy? - Deniz Erdogmus; José C. Príncipe; Kenneth E. Hild II (NNSP, 2002)

Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection. - Deniz Erdogmus; Yadunandana N. Rao; Kenneth E. Hild II; José C. Príncipe (EURASIP J. Adv. Signal Process., 2002)

Blind source separation using Renyi's -marginal entropies. - Deniz Erdogmus; Kenneth E. Hild II; José Carlos Príncipe (Neurocomputing, 2002)

Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation. - Deniz Erdogmus; José Carlos Príncipe; Kenneth E. Hild II (Nat. Comput., 2002)

Information Force Clustering Using Directed Trees. - Robert Jenssen; Deniz Erdogmus; Kenneth E. Hild II; José Carlos Príncipe; Torbjørn Eltoft (EMMCVPR, 2003)

Clustering using Renyi's entropy. - Robert Jenssen; Kenneth E. Hild II; Deniz Erdogmus; José C. Príncipe; Torbjørn Eltoft (IJCNN, 2003)

Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm. - Dorothee E. Marossero; Deniz Erdogmus; Neil R. Euliano; José C. Príncipe; Kenneth E. Hild II (NNSP, 2003)

Online entropy manipulation: stochastic information gradient. - Deniz Erdogmus; Kenneth E. Hild II; José C. Príncipe (IEEE Signal Process. Lett., 2003)

Minimax Mutual Information Approach for Independent Component Analysis. - Deniz Erdogmus; Kenneth E. Hild II; Yadunandana N. Rao; José Carlos Príncipe (Neural Comput., 2004)

Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation. - Deniz Erdogmus; Kenneth E. Hild II; José C. Príncipe; Marcelino Lázaro; Ignacio Santamaría (IEEE Trans. Signal Process., 2004)

Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering. - Robert Jenssen; Deniz Erdogmus; Kenneth E. Hild II; José Carlos Príncipe; Torbjørn Eltoft (EMMCVPR, 2005)

Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity. - Srikantan S. Nagarajan; Hagai Attias; Kenneth E. Hild II; Kensuke Sekihara (NIPS, 2005)

Convolutive blind source separation by minimizing mutual information between segments of signals. - Kenneth E. Hild II; David Pinto 004; Deniz Erdogmus; José Carlos Príncipe (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Stochastic blind equalization based on PDF fitting using Parzen estimator. - Marcelino Lázaro; Ignacio Santamaría; Deniz Erdogmus; Kenneth E. Hild II; Carlos Pantaleón; José C. Príncipe (IEEE Trans. Signal Process., 2005)

An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model. - Kenneth E. Hild II; Hagai Attias; Srikantan S. Nagarajan (ICA, 2006)

Partitioned Factor Analysis for Interference Suppression and Source Extraction. - Srikantan S. Nagarajan; Hagai Attias; Kensuke Sekihara; Kenneth E. Hild II (ICA, 2006)

A graphical model for estimating stimulus-evoked brain responses from magnetoencephalography data with large background brain activity. - Srikantan S. Nagarajan; Hagai Thomas Attias; Kenneth E. Hild II; Kensuke Sekihara (NeuroImage, 2006)

Feature Extraction Using Information-Theoretic Learning. - Kenneth E. Hild II; Deniz Erdogmus; Kari Torkkola; José C. Príncipe (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

An analysis of entropy estimators for blind source separation. - Kenneth E. Hild II; Deniz Erdogmus; José C. Príncipe (Signal Process., 2006)

A novel adaptive beamformer for MEG source reconstruction effective when large background brain activities exist. - Kensuke Sekihara; Kenneth E. Hild II; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2006)

Experimental upper bound for the performance of convolutive source separation methods. - Kenneth E. Hild II; Deniz Erdogmus; José Carlos Príncipe (IEEE Trans. Signal Process., 2006)

Source Localization of EEG/MEG Data by Correlating Columns of ICA Solution with Lead Field Matrix. - Kenneth E. Hild II; Srikantan S. Nagarajan (ICASSP (4), 2007)

Information cut for clustering using a gradient descent approach. - Robert Jenssen; Deniz Erdogmus; Kenneth E. Hild II; José C. Príncipe; Torbjørn Eltoft (Pattern Recognit., 2007)

Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm. - Kenneth E. Hild II; Hagai Thomas Attias; Silvia Comani; Srikantan S. Nagarajan (Signal Process., 2007)

Denoising of magnetoencephalographic data using spatial averaging. - Stephen James Redmond; Conor Heneghan; Kenneth E. Hild II; Srikantan S. Nagarajan (Neurocomputing, 2008)

Performance of Prewhitening Beamforming in MEG Dual Experimental Conditions. - Kensuke Sekihara; Kenneth E. Hild II; Sarang S. Dalal; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2008)

An Expectation-Maximization Method for Spatio-Temporal Blind Source Separation Using an AR-MOG Source Model. - Kenneth E. Hild II; Hagai Thomas Attias; Srikantan S. Nagarajan (IEEE Trans. Neural Networks, 2008)

Target detection using incremental learning on single-trial evoked response. - Yonghong Huang; Deniz Erdogmus; Misha Pavel; Kenneth E. Hild II; Santosh Mathan (ICASSP, 2009)

Source Localization of EEG/MEG Data by Correlating Columns of ICA and Lead Field Matrices. - Kenneth E. Hild II; Srikantan S. Nagarajan (IEEE Trans. Biomed. Eng., 2009)

Classification with EEC, Divergence Measures, and Error Bounds. - Deniz Erdogmus; Dongxin Xu; Kenneth E. Hild II (Information Theoretic Learning, 2010)

Self-Organizing ITL Principles for Unsupervised Learning. - Sudhir Rao; Deniz Erdogmus; Dongxin Xu; Kenneth E. Hild II (Information Theoretic Learning, 2010)

An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling. - Kenneth E. Hild II; Umut Orhan; Deniz Erdogmus; Brian Roark; Barry Oken; Shalini Purwar; Hooman Nezamfar; Melanie Fried-Oken (ACL (System Demonstrations), 2011)

Context information significantly improves brain computer interface performance - a case study on text entry using a language model assisted BCI. - Umut Orhan; Deniz Erdogmus; Kenneth E. Hild II; Brian Roark; Barry Oken; Melanie Fried-Oken (ACSCC, 2011)

Fusion with language models improves spelling accuracy for ERP-based brain computer interface spellers. - Umut Orhan; Deniz Erdogmus; Brian Roark; Shalini Purwar; Kenneth E. Hild II; Barry Oken; Hooman Nezamfar; Melanie Fried-Oken (EMBC, 2011)

Characterizing the Performance Limits of High Speed Image Triage Using Bayesian Search Theory. - Santosh Mathan; Kenneth E. Hild II; Yonghong Huang; Misha Pavel (HCI (20), 2011)

On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design. - Hooman Nezamfar; Umut Orhan; Deniz Erdogmus; Kenneth E. Hild II; Shalini Purwar; Barry Oken; Melanie Fried-Oken (ICASSP, 2011)

A framework for rapid visual image search using single-trial brain evoked responses. - Yonghong Huang; Deniz Erdogmus; Misha Pavel; Santosh Mathan; Kenneth E. Hild II (Neurocomputing, 2011)

Decoding of multichannel EEG activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli. - Hooman Nezamfar; Umut Orhan; Shalini Purwar; Kenneth E. Hild II; Barry Oken; Deniz Erdogmus (Int. J. Imaging Syst. Technol., 2011)

Improved accuracy using recursive Bayesian estimation based language model fusion in ERP-based BCI typing systems. - Umut Orhan; Deniz Erdogmus; Brian Roark; Barry Oken; Shalini Purwar; Kenneth E. Hild II; Andrew Fowler; Melanie Fried-Oken (EMBC, 2012)

RSVP keyboard: An EEG based typing interface. - Umut Orhan; Kenneth E. Hild II; Deniz Erdogmus; Brian Roark; Barry Oken; Melanie Fried-Oken (ICASSP, 2012)

Neural correlates of visual perception in rapid serial visual presentation paradigms. - Yonghong Huang; Kenneth E. Hild II; Misha Pavel; Santosh Mathan; Deniz Erdogmus (MLSP, 2012)

The eighth annual MLSP competition: Overview. - Ken Montanez; Weifeng Liu 001; Vince D. Calhoun; Catherine Huang; Kenneth E. Hild II (MLSP, 2012)