Adaptive blind separation of independent sources: a deflation approach

Redundancy reduction and independent component analysis: conditions on cumulants and adaptive approaches

Neural Computation

A fast fixed-point algorithm for independent component analysis

Neural Computation

Receptive field formation in natural scene environments: comparison of single-cell learning rules

Neural Computation

On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics

Neural Processing Letters

Flexible Independent Component Analysis

Journal of VLSI Signal Processing Systems

Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution

Journal of VLSI Signal Processing Systems

Blind multiuser separation of instantaneous mixture algorithm based on geometrical concepts

Signal Processing

Estimating Overcomplete Independent Component Bases for Image Windows

Journal of Mathematical Imaging and Vision

An efficient multistage decomposition approach for independent components

Signal Processing

The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction

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

Independent Component Analysis of Face Images

BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision

Analysing MEG-data by a combination of different neural networks

APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19

Blind source separation in frequency domain

Signal Processing

Blind separation of sources that have spatiotemporal variance dependencies

Signal Processing - Special issue on independent components analysis and beyond

Optimization techniques for independent component analysis with applications to EEG data

Quantitative neuroscience

Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution

Journal of VLSI Signal Processing Systems

Eigendecomposition of self-tuned cumulant-matrices for blind source separation

Signal Processing

Adaptive blind separation with an unknown number of sources

Neural Computation

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

A unifying model for blind separation of independent sources

Signal Processing

Single channel speech enhancement by efficient coding

Signal Processing

Reference-based blind source separation using a deflation approach

Signal Processing

A Generalized Contrast Function and Stability Analysis for Overdetermined Blind Separation of Instantaneous Mixtures

Neural Computation

Extraction of Specific Signals with Temporal Structure

Neural Computation

Topographic Independent Component Analysis

Neural Computation

Complexity Pursuit: Separating Interesting Components from Time Series

Neural Computation

A normalised kurtosis-based algorithm for blind source extraction from noisy measurements

Signal Processing

A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter

Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs

A network model for blind source extraction in various ill-conditioned cases

Neural Networks

On the entropy minimization of a linear mixture of variables for source separation

Signal Processing - Special issue: Information theoretic signal processing

Multi-user pdf estimation based criteria for adaptive blind separation of discrete sources

Signal Processing - Special issue: Information theoretic signal processing

A fast algorithm for one-unit ICA-R

Information Sciences: an International Journal

Minimum range approach to blind partial simultaneous separation of bounded sources: Contrast and discriminacy properties

Neurocomputing

One-Bit-Matching Theorem for ICA, Convex-Concave Programming on Polyhedral Set, and Distribution Approximation for Combinatorics

Neural Computation

Algorithms with high order convergence speed for blind source extraction

Computational Optimization and Applications

Finite sample effects of the fast ICA algorithm

Neurocomputing

Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing

Neurocomputing

Blind partial separation of underdetermined convolutive mixtures of complex sources based on differential normalized kurtosis

Neurocomputing

Analysis of the Kurtosis-Sum Objective Function for ICA

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Semi-blind source extraction algorithm for fetal electrocardiogram based on generalized autocorrelations and reference signals

Journal of Computational and Applied Mathematics

Blind paraunitary equalization

Signal Processing

Blind paraunitary equalization

Signal Processing

Underdetermined BSS of MISO OSTBC Signals

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

Non-cancellation multistage kurtosis maximization with prewhitening for blind source separation

EURASIP Journal on Advances in Signal Processing

Noniterative map reconstruction using sparse matrix representations

IEEE Transactions on Image Processing

Accurate estimation of ICA weight matrix by implicit constraint imposition using lie group

IEEE Transactions on Neural Networks

Letters: Extraction of temporally correlated sources with its application to non-invasive fetal electrocardiogram extraction

Neurocomputing

Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils

Neurocomputing

Dimension reduction based on orthogonality: a decorrelation method in ICA

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

Robust independent component analysis by iterative maximization of the kurtosis contrast with algebraic optimal step size

IEEE Transactions on Neural Networks

The deflation-based FastICA estimator: statistical analysis revisited

IEEE Transactions on Signal Processing

Comparative speed analysis of fastICA

ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation

ICA in Boolean XOR mixtures

ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation

Separation of digital communication mixtures with the CMA: Case of unknown symbol rates

Signal Processing

Source extraction by maximizing the variance in the conditional distribution tails

IEEE Transactions on Signal Processing

A general algebraic algorithm for blind extraction of one source in a MIMO convolutive mixture

IEEE Transactions on Signal Processing

A contrast function for independent component analysis without permutation ambiguity

IEEE Transactions on Neural Networks

Extraction of signals with specific temporal structure using kernel methods

IEEE Transactions on Signal Processing

Discovery of exogenous variables in data with more variables than observations

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter

IEEE Transactions on Signal Processing

Noisy component extraction (NoiCE)

IEEE Transactions on Circuits and Systems Part I: Regular Papers

ICA over finite fields

LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation

Estimating source kurtosis directly from observation data for ICA

Signal Processing

Blind Source Separation Using Quadratic form Innovation

Neural Processing Letters

Blind source separation of convolutive mixtures of non-circular linearly modulated signals with unknown baud rates

Signal Processing

One-Bit-Matching ICA theorem, convex-concave programming, and combinatorial optimization

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

A step by step optimization approach to independent component analysis

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Differential fast fixed-point BSS for underdetermined linear instantaneous mixtures

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation

Sparse deflations in blind signal separation

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation

Analysis of feasible solutions of the ICA problem under the one-bit-matching condition

ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation

Convergence analysis of a discrete-time single-unit gradient ICA algorithm

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

ICA over finite fields-Separability and algorithms

Signal Processing

Detecting and isolating multiple plant-wide oscillations via spectral independent component analysis

Automatica (Journal of IFAC)

2011 Special Issue: Estimating exogenous variables in data with more variables than observations

Neural Networks

Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources

Neurocomputing

Neural network learning for blind source separation with application in dam safety monitoring

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV

A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order

Signal Processing