Learning nonlinear overcomplete representations for efficient coding

Variational learning in nonlinear Gaussian belief networks

Neural Computation

Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources

Neural Computation

Independent factor analysis

Neural Computation

Bayesian kernel methods

Advanced lectures on machine learning

Feature Extraction Using Independent Components of Each Category

Neural Processing Letters

Natural Gradient Learning for Over-and Under-Complete Bases in ICA

Neural Computation

Estimating Functions of Independent Component Analysis for Temporally Correlated Signals

Neural Computation

Speaker-independent model-based single channel speech separation

Neurocomputing

An improved geometric overcomplete blind source separation algorithm

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

Learning Deep Architectures for AI

Foundations and Trends® in Machine Learning

Auditory cortical representations of speech signals for phoneme classification

MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence

Separating pigment components of leaf color image using FastICA

ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing

Soft-competitive learning of sparse codes and its application to image reconstruction

Neurocomputing

Laplacian mixture modeling for overcomplete mixing matrix in wavelet packet domain by adaptive EM-type algorithm and comparisons

SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing

Inferring parameters and structure of latent variable models by variational bayes

UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence

ICA with sparse connections

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Bioinspired sparse spectro-temporal representation of speech for robust classification

Computer Speech and Language