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ORCIDKenneth E. Hild II
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2010 – 2019
- 2012
[c21]Umut Orhan, Deniz Erdogmus, Brian Roark, Barry Oken, Shalini Purwar, Kenneth E. Hild II, Andrew Fowler, Melanie Fried-Oken:
Improved accuracy using recursive Bayesian estimation based language model fusion in ERP-based BCI typing systems. EMBC 2012: 2497-2500- [c20]Umut Orhan, Kenneth E. Hild II, Deniz Erdogmus, Brian Roark, Barry Oken, Melanie Fried-Oken:
RSVP keyboard: An EEG based typing interface. ICASSP 2012: 645-648 - [c19]Yonghong Huang, Kenneth E. Hild II, Misha Pavel, Santosh Mathan, Deniz Erdogmus:
Neural correlates of visual perception in rapid serial visual presentation paradigms. MLSP 2012: 1-6 - [c18]Ken Montanez, Weifeng Liu, Vince D. Calhoun, Catherine Huang, Kenneth E. Hild II:
The eighth annual MLSP competition: Overview. MLSP 2012: 1-4 - 2011
- [j22]Yonghong Huang, Deniz Erdogmus, Misha Pavel, Santosh Mathan, Kenneth E. Hild II:
A framework for rapid visual image search using single-trial brain evoked responses. Neurocomputing 74(12-13): 2041-2051 (2011) - [j21]Hooman Nezamfar, Umut Orhan, Shalini Purwar, Kenneth E. Hild II, Barry Oken, Deniz Erdogmus:
Decoding of multichannel EEG activity from the visual cortex in response to pseudorandom binary sequences of visual stimuli. Int. J. Imaging Syst. Technol. 21(2): 139-147 (2011) - [c17]Kenneth E. Hild II, Umut Orhan, Deniz Erdogmus, Brian Roark, Barry Oken, Shalini Purwar, Hooman Nezamfar, Melanie Fried-Oken:
An ERP-based Brain-Computer Interface for text entry using Rapid Serial Visual Presentation and Language Modeling. ACL (System Demonstrations) 2011: 38-43 - [c16]Umut Orhan, Deniz Erdogmus, Kenneth E. Hild II, Brian Roark, Barry Oken, Melanie Fried-Oken:
Context information significantly improves brain computer interface performance - a case study on text entry using a language model assisted BCI. ACSCC 2011: 132-136 - [c15]Umut Orhan, Deniz Erdogmus, Brian Roark, Shalini Purwar, Kenneth E. Hild II, Barry Oken, Hooman Nezamfar, Melanie Fried-Oken:
Fusion with language models improves spelling accuracy for ERP-based brain computer interface spellers. EMBC 2011: 5774-5777 - [c14]Santosh Mathan, Kenneth E. Hild II, Yonghong Huang, Misha Pavel:
Characterizing the Performance Limits of High Speed Image Triage Using Bayesian Search Theory. HCI (20) 2011: 95-103 - [c13]Hooman Nezamfar, Umut Orhan, Deniz Erdogmus, Kenneth E. Hild II, Shalini Purwar, Barry Oken, Melanie Fried-Oken:
On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design. ICASSP 2011: 2044-2047 - 2010
- [p2]Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II:
Classification with EEC, Divergence Measures, and Error Bounds. Information Theoretic Learning 2010: 219-261 - [p1]Sudhir Rao, Deniz Erdogmus, Dongxin Xu, Kenneth E. Hild II:
Self-Organizing ITL Principles for Unsupervised Learning. Information Theoretic Learning 2010: 299-349
2000 – 2009
- 2009
- [j20]Kenneth E. Hild II, Srikantan S. Nagarajan:
Source Localization of EEG/MEG Data by Correlating Columns of ICA and Lead Field Matrices. IEEE Trans. Biomed. Eng. 56(11): 2619-2626 (2009) - [c12]Yonghong Huang, Deniz Erdogmus, Misha Pavel, Kenneth E. Hild II, Santosh Mathan:
Target detection using incremental learning on single-trial evoked response. ICASSP 2009: 481-484 - 2008
- [j19]Stephen James Redmond
, Conor Heneghan, Kenneth E. Hild II, Srikantan S. Nagarajan:
Denoising of magnetoencephalographic data using spatial averaging. Neurocomputing 72(1-3): 112-118 (2008) - [j18]Kensuke Sekihara, Kenneth E. Hild II, Sarang S. Dalal, Srikantan S. Nagarajan:
Performance of Prewhitening Beamforming in MEG Dual Experimental Conditions. IEEE Trans. Biomed. Eng. 55(3): 1112-1121 (2008) - [j17]Kenneth E. Hild II, Hagai Thomas Attias, Srikantan S. Nagarajan:
An Expectation-Maximization Method for Spatio-Temporal Blind Source Separation Using an AR-MOG Source Model. IEEE Trans. Neural Networks 19(3): 508-519 (2008) - 2007
- [j16]Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Torbjørn Eltoft:
Information cut for clustering using a gradient descent approach. Pattern Recognit. 40(3): 796-806 (2007) - [j15]Kenneth E. Hild II, Hagai Thomas Attias, Silvia Comani, Srikantan S. Nagarajan:
Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm. Signal Process. 87(8): 1993-2004 (2007) - [c11]Kenneth E. Hild II, Srikantan S. Nagarajan:
Source Localization of EEG/MEG Data by Correlating Columns of ICA Solution with Lead Field Matrix. ICASSP (4) 2007: 1177-1180 - 2006
- [j14]Srikantan S. Nagarajan, Hagai Thomas Attias, Kenneth E. Hild II, Kensuke Sekihara:
A graphical model for estimating stimulus-evoked brain responses from magnetoencephalography data with large background brain activity. NeuroImage 30(2): 400-416 (2006) - [j13]Kenneth E. Hild II, Deniz Erdogmus, Kari Torkkola, José C. Príncipe:
Feature Extraction Using Information-Theoretic Learning. IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1385-1392 (2006) - [j12]Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe:
An analysis of entropy estimators for blind source separation. Signal Process. 86(1): 182-194 (2006) - [j11]Kensuke Sekihara, Kenneth E. Hild II, Srikantan S. Nagarajan:
A novel adaptive beamformer for MEG source reconstruction effective when large background brain activities exist. IEEE Trans. Biomed. Eng. 53(9): 1755-1764 (2006) - [j10]Kenneth E. Hild II, Deniz Erdogmus, José Carlos Príncipe:
Experimental upper bound for the performance of convolutive source separation methods. IEEE Trans. Signal Process. 54(2): 627-635 (2006) - [c10]Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan:
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model. ICA 2006: 98-105 - [c9]Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II:
Partitioned Factor Analysis for Interference Suppression and Source Extraction. ICA 2006: 189-197 - 2005
- [j9]Kenneth E. Hild II, David Pinto, Deniz Erdogmus, José Carlos Príncipe:
Convolutive blind source separation by minimizing mutual information between segments of signals. IEEE Trans. Circuits Syst. I Regul. Pap. 52-I(10): 2188-2196 (2005) - [j8]Marcelino Lázaro, Ignacio Santamaría, Deniz Erdogmus, Kenneth E. Hild II, Carlos Pantaleón, José C. Príncipe:
Stochastic blind equalization based on PDF fitting using Parzen estimator. IEEE Trans. Signal Process. 53(2-1): 696-704 (2005) - [c8]Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft:
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering. EMMCVPR 2005: 34-45 - [c7]Srikantan S. Nagarajan, Hagai Attias, Kenneth E. Hild II, Kensuke Sekihara:
Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity. NIPS 2005: 963-970 - 2004
- [j7]Deniz Erdogmus, Kenneth E. Hild II, Yadunandana N. Rao, José Carlos Príncipe:
Minimax Mutual Information Approach for Independent Component Analysis. Neural Comput. 16(6): 1235-1252 (2004) - [j6]Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Marcelino Lázaro, Ignacio Santamaría:
Adaptive blind deconvolution of linear channels using Renyi's entropy with Parzen window estimation. IEEE Trans. Signal Process. 52(6): 1489-1498 (2004) - 2003
- [j5]Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe:
Online entropy manipulation: stochastic information gradient. IEEE Signal Process. Lett. 10(8): 242-245 (2003) - [c6]Robert Jenssen, Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe, Torbjørn Eltoft:
Information Force Clustering Using Directed Trees. EMMCVPR 2003: 68-82 - [c5]Dorothee E. Marossero, Deniz Erdogmus, Neil R. Euliano, José C. Príncipe, Kenneth E. Hild II:
Independent components analysis for fetal electrocardiogram extraction: a case for the data efficient Mermaid algorithm. NNSP 2003: 399-408 - 2002
- [j4]Deniz Erdogmus, Yadunandana N. Rao, Kenneth E. Hild II, José C. Príncipe:
Simultaneous Principal-Component Extraction with Application to Adaptive Blind Multiuser Detection. EURASIP J. Adv. Signal Process. 2002(12): 1473-1484 (2002) - [j3]Deniz Erdogmus, Kenneth E. Hild II, José Carlos Príncipe:
Blind source separation using Renyi's -marginal entropies. Neurocomputing 49(1-4): 25-38 (2002) - [j2]Deniz Erdogmus, José Carlos Príncipe, Kenneth E. Hild II:
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation. Nat. Comput. 1(1): 85-108 (2002) - [c4]Deniz Erdogmus, Kenneth E. Hild II, José C. Príncipe, Luis Vielva:
Blind separation of uncorrelated sources via principal component analysis of observations for a symmetric mixing matrix. EUSIPCO 2002: 1-4 - [c3]Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe:
Blind source separation of time-varying instantaneous mixtures using an on-line algorithm. ICASSP 2002: 993-996 - [c2]Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Jing Zhao, Kenneth E. Hild II:
Simultaneous extraction of Principal Components using givens rotations and output variances. ICASSP 2002: 1069-1072 - [c1]Deniz Erdogmus, José C. Príncipe, Kenneth E. Hild II:
Do Hebbian synapses estimate entropy? NNSP 2002: 199-208 - 2001
- [j1]Kenneth E. Hild II, Deniz Erdogmus, José C. Príncipe:
Blind source separation using Renyi's mutual information. IEEE Signal Process. Lett. 8(6): 174-176 (2001)
Coauthor Index
aka: José Carlos Príncipe
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