Space or time adaptive signal processing by neural network models

The Latent Variable Data Model for Exploratory DataAnalysis and Visualisation: A Generalisation of theNonlinear Infomax Algorithm

Neural Processing Letters

Blind Source Separation and Equiprobabilistic Topographic Maps

Journal of VLSI Signal Processing Systems

Variational mixture of Bayesian independent component analyzers

Neural Computation

Applying Independent Component Analysis to Factor Model in Finance

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Blind source separation in frequency domain

Signal Processing

Feature Extraction Based on ICA for Binary Classification Problems

IEEE Transactions on Knowledge and Data Engineering

Blind source recovery: a framework in the state space

The Journal of Machine Learning Research

A new concept for separability problems in blind source separation

Neural Computation

Blind source recovery: a framework in the state space

The Journal of Machine Learning Research

A time-frequency blind signal separation method applicable to underdetermined mixtures of dependent sources

Signal Processing

Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation

Neural Computation

On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms

Signal Processing - Sparse approximations in signal and image processing

Ensemble learning for independent component analysis

Pattern Recognition

Fast fixed-point independent vector analysis algorithms for convolutive blind source separation

Signal Processing

Knowledge discovery-based identification of musical pitches and instruments in polyphonic sounds

Engineering Applications of Artificial Intelligence

Maximization of statistical moments for blind separation of sources revisited

Neurocomputing

Denoising using local projective subspace methods

Neurocomputing

Exploiting acoustic similarity of propagating paths for audio signal separation

EURASIP Journal on Applied Signal Processing

An automated video object extraction system based on spatiotemporal independent component analysis and multiscale segmentation

EURASIP Journal on Applied Signal Processing

Blind sparse source separation using cluster particle swarm optimization technique

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications

A robust blind sparse source separation algorithm using genetic algorithm to identify mixing matrix

SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications

Feature extraction for classification problems and its application to face recognition

Pattern Recognition

On blind source separation using generalized eigenvalues with a new metric

Neurocomputing

Feature extraction for classification problems and its application to face recognition

Pattern Recognition

Improvement of the fetal electrocardiogram signals

MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering

Blind separation with unknown number of sources based on auto-trimmed neural network

Neurocomputing

Neural-Based Separating Method for Nonlinear Mixtures

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

Adaptive Natural Gradient Algorithm for Blind Convolutive Source Separation

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III

Blind source separation with dynamic source number using adaptive neural algorithm

Expert Systems with Applications: An International Journal

Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function

ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation

Generalizing Geometric ICA to Nonlinear Settings

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

An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas

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

Using Wavelets and Independent Component Analysis for Quantization Index Modulation Watermarking

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology

A robust blind sparse source separation algorithm using genetic algorithm to identify mixing matrix

SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications

On model identifiability in analytic postnonlinear ICA

Neurocomputing

Automatic evolution of signal separators using reconfigurable hardware

ICES'03 Proceedings of the 5th international conference on Evolvable systems: from biology to hardware

Some applications of interval analysis to statistical problems

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Sample-spacings-based density and entropy estimators for spherically invariant multidimensional data

Neural Computation

3D objects localization using fuzzy approach and hierarchical belief propagation: application at level crossings

Journal on Image and Video Processing - Special issue on advanced video-based surveillance

Underdetermined blind separation of non-disjoint signals in time-frequency domain based on matrix diagonalization

Signal Processing

A modified method for blind source separation

ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science

Blind signal separation of similar pitches and instruments in a noisy polyphonic domain

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

A hybrid blind signal separation algorithm: particle swarm optimization on feed-forward neural network

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Multimodal speech separation

NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing

Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints

Pattern Recognition