Entropy Optimization - Application to Blind Source Separation

Probability Density Estimation Using Adaptive Activation Function Neurons

Neural Processing Letters

Hybrid independent component analysis by adaptive LUT activation function neurons

Neural Networks

Separating Convolutive Mixtures by Mutual Information Minimization

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II

Closed-form expressions of some stochastic adapting equations for nonlinear adaptive activation function neurons

Neural Computation

Misep—linear and nonlinear ICA based on mutual information

The Journal of Machine Learning Research

Linear and nonlinear ICA based on mutual information: the MISEP method

Signal Processing - Special issue on independent components analysis and beyond

MISEP - Linear and nonlinear ICA based on mutual information

The Journal of Machine Learning Research

Overview of independent component analysis technique with an application to synthetic aperture radar (SAR) imagery processing

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

Fast approximation of nonlinearities for improving inversion algorithms of PNL mixtures and Wiener systems

Signal Processing

An Adaptive Method for Subband Decomposition ICA

Neural Computation

A general approach for mutual information minimization and its application to blind source separation

Signal Processing - Special issue: Information theoretic signal processing

Quasi-optimal EASI algorithm based on the Score Function Difference (SFD)

Neurocomputing

MISEP Method for Postnonlinear Blind Source Separation

Neural Computation

Initialisation of Nonlinearities for PNL and Wiener systems Inversion

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

Selective noise cancellation using independent component analysis

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing