Negentropy and Kurtosis as Projection Pursuit Indices Provide Generalised ICA Algorithms

An Information-Maximization Approach to Blind Separation and Blind Deconvolution

1995 • 8,891 citations

Independent component analysis, A new concept?

1994 • 8,133 citations

Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture

1991 • 2,507 citations

Adaptive filter theory (2nd ed.)

1991 • 1,956 citations

A New Learning Algorithm for Blind Signal Separation

1995 • 1,928 citations

Differential-Geometrical Methods in Statistics

1985 • 1,665 citations

Optimal unsupervised learning in a single-layer linear feedforward neural network

1989 • 1,512 citations

Exploratory Projection Pursuit

1987 • 801 citations

What is Projection Pursuit?

1987 • 486 citations

Representation and separation of signals using nonlinear PCA type learning

1994 • 377 citations

Advanced algorithms for neural networks

1995 • 206 citations

Neural approaches to independent component analysis and source separation.

1996 • 113 citations

Extraction of independent signal sources using a deflationary exploratory projection pursuit network with lateral inhibition

1997 • 58 citations

Non-linear data structure extraction using simple hebbian networks

1995 • 58 citations

SIMPLE NEURON MODELS FOR INDEPENDENT COMPONENT ANALYSIS

1996 • 58 citations

A new composite criterion for adaptive and iterative blind source separation

2002 • 45 citations

Stochastic ICA Contrast Maximisation Using Oja's Nonlinear PCA Algorithm

1997 • 29 citations

Nonlinear Hebbian rule: a statistical interpretation

2002 • 27 citations

Neural network approach to blind separation and enhancement of images

1996 • 20 citations

Hierarchic Nonlinear PCA Algorithms for Neural Blind Source Separation

1996 • 7 citations

Higher Order Cumulant Maximisation using Non-linear Hebbian and Anti-Hebbian Learning for Adaptive Blind Separation of Source Signals

1996 • 7 citations