Kenneth E. Hild II

46 papers B 1Misc 5Journal 22Unranked 16
YearRankTypeTitle / Venue / Authors
2012 — conf
Improved accuracy using recursive Bayesian estimation based language model fusion in ERP-based BCI typing systems.
EMBC
Umut Orhan, Deniz Erdogmus, Brian Roark, Barry Oken, Shalini Purwar, Kenneth E. Hild II, Andrew Fowler, Melanie Fried-Oken
2012 — conf
Neural correlates of visual perception in rapid serial visual presentation paradigms.
MLSP
Yonghong Huang, Kenneth E. Hild II, Misha Pavel, Santosh Mathan, Deniz Erdogmus
2012 Misc conf
RSVP keyboard: An EEG based typing interface.
ICASSP
Umut Orhan, Kenneth E. Hild II, Deniz Erdogmus, Brian Roark, Barry Oken, Melanie Fried-Oken
2012 — conf
The eighth annual MLSP competition: Overview.
MLSP
Ken Montanez, Weifeng Liu, Vince D. Calhoun, Catherine Huang, Kenneth E. Hild II
2011 J jnl
A framework for rapid visual image search using single-trial brain evoked responses.
Neurocomputing
Yonghong Huang, Deniz Erdogmus, Misha Pavel, Santosh Mathan, Kenneth E. Hild II
2011 — conf
An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling.
ACL (System Demonstrations)
Kenneth E. Hild II, Umut Orhan, Deniz Erdogmus, Brian Roark, Barry Oken, Shalini Purwar, Hooman Nezamfar, Melanie Fried-Oken
2011 — conf
Characterizing the Performance Limits of High Speed Image Triage Using Bayesian Search Theory.
HCI (20)
Santosh Mathan, Kenneth E. Hild II, Yonghong Huang, Misha Pavel
2011 — conf
Context information significantly improves brain computer interface performance - a case study on text entry using a language model assisted BCI.
ACSCC
Umut Orhan, Deniz Erdogmus, Kenneth E. Hild II, Brian Roark, Barry Oken, Melanie Fried-Oken
2011 J jnl
Decoding of multichannel EEG activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli.
Int. J. Imaging Syst. Technol.
Hooman Nezamfar, Umut Orhan, Shalini Purwar, Kenneth E. Hild II, Barry Oken, Deniz Erdogmus
2011 — conf
Fusion with language models improves spelling accuracy for ERP-based brain computer interface spellers.
EMBC
Umut Orhan, Deniz Erdogmus, Brian Roark, Shalini Purwar, Kenneth E. Hild II, Barry Oken, Hooman Nezamfar, Melanie Fried-Oken
2011 Misc conf
On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design.
ICASSP
Hooman Nezamfar, Umut Orhan, Deniz Erdogmus, Kenneth E. Hild II, Shalini Purwar, Barry Oken, Melanie Fried-Oken
2010 — ch.
Classification with EEC, Divergence Measures, and Error Bounds.
Information Theoretic Learning
Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II
2010 — ch.
Self-Organizing ITL Principles for Unsupervised Learning.
Information Theoretic Learning
Sudhir Rao, Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II
2009 J jnl
Source Localization of EEG/MEG Data by Correlating Columns of ICA and Lead Field Matrices.
IEEE Trans. Biomed. Eng.
Kenneth E. Hild II, Srikantan S. Nagarajan
2009 Misc conf
Target detection using incremental learning on single-trial evoked response.
ICASSP
Yonghong Huang, Deniz Erdogmus, Misha Pavel, Kenneth E. Hild II, Santosh Mathan
2008 J jnl
An Expectation-Maximization Method for Spatio-Temporal Blind Source Separation Using an AR-MOG Source Model.
IEEE Trans. Neural Networks
Kenneth E. Hild II, Hagai Thomas Attias, Srikantan S. Nagarajan
2008 J jnl
Denoising of magnetoencephalographic data using spatial averaging.
Neurocomputing
Stephen James Redmond, Conor Heneghan, Kenneth E. Hild II, Srikantan S. Nagarajan
2008 J jnl
Performance of Prewhitening Beamforming in MEG Dual Experimental Conditions.
IEEE Trans. Biomed. Eng.
Kensuke Sekihara, Kenneth E. Hild II, Sarang S. Dalal, Srikantan S. Nagarajan
2007 J jnl
Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm.
Signal Process.
Kenneth E. Hild II, Hagai Thomas Attias, Silvia Comani, Srikantan S. Nagarajan
2007 J jnl
Information cut for clustering using a gradient descent approach.
Pattern Recognit.
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Torbjørn Eltoft
2007 — conf
Source Localization of EEG/MEG Data by Correlating Columns of ICA Solution with Lead Field Matrix.
ICASSP (4)
Kenneth E. Hild II, Srikantan S. Nagarajan
2006 J jnl
A graphical model for estimating stimulus-evoked brain responses from magnetoencephalography data with large background brain activity.
NeuroImage
Srikantan S. Nagarajan, Hagai Thomas Attias, Kenneth E. Hild II, Kensuke Sekihara
2006 J jnl
A novel adaptive beamformer for MEG source reconstruction effective when large background brain activities exist.
IEEE Trans. Biomed. Eng.
Kensuke Sekihara, Kenneth E. Hild II, Srikantan S. Nagarajan
2006 — conf
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model.
ICA
Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan
2006 J jnl
An analysis of entropy estimators for blind source separation.
Signal Process.
Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe
2006 J jnl
Experimental upper bound for the performance of convolutive source separation methods.
IEEE Trans. Signal Process.
Kenneth E. Hild II, Deniz Erdogmus, José Carlos Príncipe
2006 J jnl
Feature Extraction Using Information-Theoretic Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, José C. Príncipe
2006 — conf
Partitioned Factor Analysis for Interference Suppression and Source Extraction.
ICA
Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II
2005 J jnl
Convolutive blind source separation by minimizing mutual information between segments of signals.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kenneth E. Hild II, David Pinto, Deniz Erdogmus, José Carlos Príncipe
2005 — conf
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
EMMCVPR
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
2005 — conf
Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity.
NIPS
Srikantan S. Nagarajan, Hagai Attias, Kenneth E. Hild II, Kensuke Sekihara
2005 J jnl
Stochastic blind equalization based on PDF fitting using Parzen estimator.
IEEE Trans. Signal Process.
Marcelino Lázaro, Ignacio Santamaría, Deniz Erdogmus, Kenneth E. Hild II, Carlos Pantaleón, José C. Príncipe
2004 J jnl
Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation.
IEEE Trans. Signal Process.
Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Marcelino Lázaro, Ignacio Santamaría
2004 J jnl
Minimax Mutual Information Approach for Independent Component Analysis.
Neural Comput.
Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, José Carlos Príncipe
2003 B conf
Clustering using Renyi's entropy.
IJCNN
Robert Jenssen, Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe, Torbjørn Eltoft
2003 — conf
Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm.
NNSP
Dorothee E. Marossero, Deniz Erdogmus, Neil R. Euliano, José C. Príncipe, Kenneth E. Hild II
2003 — conf
Information Force Clustering Using Directed Trees.
EMMCVPR
Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft
2003 J jnl
Online entropy manipulation: stochastic information gradient.
IEEE Signal Process. Lett.
Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe
2002 J jnl
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation.
Nat. Comput.
Deniz Erdogmus, José Carlos Príncipe, Kenneth E. Hild II
2002 — conf
Blind separation of uncorrelated sources via principal component analysis of observations for a symmetric mixing matrix.
EUSIPCO
Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Luis Vielva
2002 Misc conf
Blind source separation of time-varying instantaneous mixtures using an on-line algorithm.
ICASSP
Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe
2002 J jnl
Blind source separation using Renyi's -marginal entropies.
Neurocomputing
Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe
2002 — conf
Do Hebbian synapses estimate entropy?
NNSP
Deniz Erdogmus, José C. Príncipe, Kenneth E. Hild II
2002 J jnl
Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection.
EURASIP J. Adv. Signal Process.
Deniz Erdogmus, Yadunandana N. Rao, Kenneth E. Hild II, José C. Príncipe
2002 Misc conf
Simultaneous extraction of Principal Components using givens rotations and output variances.
ICASSP
Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Jing Zhao, Kenneth E. Hild II
2001 J jnl
Blind source separation using Renyi's mutual information.
IEEE Signal Process. Lett.
Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe