2008 |
15 | EE | Stephen J. Redmond,
Conor Heneghan,
Kenneth E. Hild II,
Srikantan S. Nagarajan:
Denoising of magnetoencephalographic data using spatial averaging.
Neurocomputing 72(1-3): 112-118 (2008) |
2007 |
14 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
Jose C. Principe,
Torbjørn Eltoft:
Information cut for clustering using a gradient descent approach.
Pattern Recognition 40(3): 796-806 (2007) |
13 | EE | Kenneth E. Hild II,
Hagai Thomas Attias,
Silvia Comani,
Srikantan S. Nagarajan:
Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm.
Signal Processing 87(8): 1993-2004 (2007) |
2006 |
12 | EE | Srikantan S. Nagarajan,
Hagai Attias,
Kensuke Sekihara,
Kenneth E. Hild II:
Partitioned Factor Analysis for Interference Suppression and Source Extraction.
ICA 2006: 189-197 |
11 | EE | 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 |
10 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
Kari Torkkola,
Jose C. Principe:
Feature Extraction Using Information-Theoretic Learning.
IEEE Trans. Pattern Anal. Mach. Intell. 28(9): 1385-1392 (2006) |
9 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
José Carlos Príncipe:
Experimental upper bound for the performance of convolutive source separation methods.
IEEE Transactions on Signal Processing 54(2): 627-635 (2006) |
8 | EE | Kenneth E. Hild II,
Deniz Erdogmus,
Jose C. Principe:
An analysis of entropy estimators for blind source separation.
Signal Processing 86(1): 182-194 (2006) |
2005 |
7 | EE | 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 |
6 | EE | 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 |
5 | EE | Marcelino Lázaro,
Ignacio Santamaría,
Deniz Erdogmus,
Kenneth E. Hild II,
Carlos Ramon Pantaleon Dionisio,
Jose C. Principe:
Stochastic blind equalization based on PDF fitting using Parzen estimator.
IEEE Transactions on Signal Processing 53(2-1): 696-704 (2005) |
2004 |
4 | EE | Deniz Erdogmus,
Kenneth E. Hild II,
Yadunandana N. Rao,
José Carlos Príncipe:
Minimax Mutual Information Approach for Independent Component Analysis.
Neural Computation 16(6): 1235-1252 (2004) |
2003 |
3 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Information Force Clustering Using Directed Trees.
EMMCVPR 2003: 68-82 |
2002 |
2 | | Deniz Erdogmus,
José Carlos Príncipe,
Kenneth E. Hild II:
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation.
Natural Computing 1(1): 85-108 (2002) |
1 | EE | Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe:
Blind source separation using Renyi's -marginal entropies.
Neurocomputing 49(1-4): 25-38 (2002) |