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

ICA Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Signal Separation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Blind Source Separation for Non-Stationary Mixing

Journal of VLSI Signal Processing Systems

Flexible Independent Component Analysis

Journal of VLSI Signal Processing Systems

Contravariant adaptation on structured matrix spaces

Signal Processing

Hybrid independent component analysis by adaptive LUT activation function neurons

Neural Networks

The Fixed-Point Algorithm and Maximum Likelihood Estimation forIndependent Component Analysis

Neural Processing Letters

Variational mixture of Bayesian independent component analyzers

Neural Computation

Dictionary learning algorithms for sparse representation

Neural Computation

Spatiochromatic receptive field properties derived from information-theoretic analyses of cone mosaic responses to natural scenes

Neural Computation

Linear geometric ICA: fundamentals and algorithms

Neural Computation

Independent Modes of Variation in Point Distribution Models

IWVF-4 Proceedings of the 4th International Workshop on Visual Form

Texture Description by Independent Components

Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

Fast Score Function Estimation with Application in ICA

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions

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

Kernel independent component analysis

The Journal of Machine Learning Research

Feature Extraction Based on ICA for Binary Classification Problems

IEEE Transactions on Knowledge and Data Engineering

ICA using spacings estimates of entropy

The Journal of Machine Learning Research

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

Bayesian Unsupervised Learning for Source Separation with Mixture of Gaussians Prior

Journal of VLSI Signal Processing Systems

Independent Component Analysis by Using Joint Cumulants and its Application to Remote Sensing Images

Journal of VLSI Signal Processing Systems

Adaptive blind separation with an unknown number of sources

Neural Computation

ICA using spacings estimates of entropy

The Journal of Machine Learning Research

MISEP - Linear and nonlinear ICA based on mutual information

The Journal of Machine Learning Research

Exploring Latent Structure of Mixture ICA Models by the Minimum β-Divergence Method

Neural Computation

Extended Gaussianization Method for Blind Separation of Post-Nonlinear Mixtures

Neural Computation

One-Bit-Matching Conjecture for Independent Component Analysis

Neural Computation

A Biologically Motivated Solution to the Cocktail Party Problem

Neural Computation

A Constrained EM Algorithm for Independent Component Analysis

Neural Computation

Independent Component Analysis: A Flexible Nonlinearity and Decorrelating Manifold Approach

Neural Computation

An Alternative Perspective on Adaptive Independent Component Analysis Algorithms

Neural Computation

Blind source separation of more sources than mixtures using sparse mixture models

Pattern Recognition Letters

Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities

Journal of VLSI Signal Processing Systems

Non-parametric approach to ICA using kernel density estimation

ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2

What Is the Relation Between Slow Feature Analysis and Independent Component Analysis?

Neural Computation

Fast communication: Generalized gamma density-based score functions for fast and flexible ICA

Signal Processing

Joint low-rank approximation for extracting non-Gaussian subspaces

Signal Processing

Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG

Neural Computation

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

Neural Computation

Bilinear Discriminant Component Analysis

The Journal of Machine Learning Research

Equivalence of Some Common Linear Feature Extraction Techniques for Appearance-Based Object Recognition Tasks

IEEE Transactions on Pattern Analysis and Machine Intelligence

A parametric density model for blind source separation

Neural Processing Letters

Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering

Journal of VLSI Signal Processing Systems

MISEP Method for Postnonlinear Blind Source Separation

Neural Computation

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

Near---Far Resistant ICA based Detector for DS-CDMA Systems in the Downlink

Wireless Personal Communications: An International Journal

Statistical modeling and analysis of laser-evoked potentials of electrocorticogram recordings from awake humans

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

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

A feature-selective independent component analysis method for functional MRI

Journal of Biomedical Imaging

Feature extraction for classification problems and its application to face recognition

Pattern Recognition

Feature extraction for classification problems and its application to face recognition

Pattern Recognition

A note on lewicki-sejnowski gradient for learning overcomplete representations

Neural Computation

A comparative study of automatic techniques for ocular artifact reduction in spontaneous EEG signals based on clinical target variables: A simulation case

Computers in Biology and Medicine

A blind source separation-based method for multiple images encryption

Image and Vision Computing

Sequential fixed-point ica based on mutual information minimization

Neural Computation

Removing ocular movement artefacts by a joint smoothened subspace estimator

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

Improvements on ICA mixture models for image pre-processing and segmentation

Neurocomputing

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

Neurocomputing

ICA mixture model algorithm for unsupervised classification of remote sensing imagery

International Journal of Remote Sensing

A new constrained fixed-point algorithm for ordering independent components

Journal of Computational and Applied Mathematics

Dimensionality reduction based on ICA for regression problems

Neurocomputing

A new study in maintenance for transmission lines based on independent component analysis

IMACS'08 Proceedings of the 7th WSEAS International Conference on Instrumentation, Measurement, Circuits and Systems

Blind Source-Separation in Mixed-Signal VLSI Using the InfoMax Algorithm

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Analysis of the Kurtosis-Sum Objective Function for ICA

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

A fixed-point algorithm for blind source separation with nonlinear autocorrelation

Journal of Computational and Applied Mathematics

A new study in maintenance for transmission lines

WSEAS Transactions on Circuits and Systems

Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Spatiotemporal Saliency: Towards a Hierarchical Representation of Visual Saliency

Attention in Cognitive Systems

Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis

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

Blind source separation with nonlinear autocorrelation and non-Gaussianity

Journal of Computational and Applied Mathematics

EEG-based subject- and session-independent drowsiness detection: an unsupervised approach

EURASIP Journal on Advances in Signal Processing

Fast nonlinear autocorrelation algorithm for source separation

Pattern Recognition

Multiresolution Minimization of Renyi's Mutual Information for fetal-ECG Extraction

Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008

A general procedure for learning mixtures of independent component analyzers

Pattern Recognition

Mind-Mirror: EEG-Guided Image Evolution

Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques

Tonic Changes in EEG Power Spectra during Simulated Driving

FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009

Predicting Intended Movement Direction Using EEG from Human Posterior Parietal Cortex

FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009

Blind separation of piecewise stationary non-Gaussian sources

Signal Processing

Mutual Information Based Approach for Nonnegative Independent Component Analysis

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

Independent component automatic clustering and its application on multi-trails imaginary hand movement related EEG

VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems

Blind source separation based on self-organizing neural network

Engineering Applications of Artificial Intelligence

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

Improving Mental Task Classification by Adding High Frequency Band Information

Journal of Medical Systems

Computational intelligent brain computer interaction and its applications on driving cognition

IEEE Computational Intelligence Magazine

Letters: A BFGS-ICA algorithm and application in localization of brain activities

Neurocomputing

Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold

Neurocomputing

Features that draw visual attention: an information theoretic perspective

Neurocomputing

Letters: An alternative switching criterion for independent component analysis (ICA)

Neurocomputing

Residual signal compression based on the blind signal decomposition for video coding

ICUCT'06 Proceedings of the 1st international conference on Ubiquitous convergence technology

MLP+H: a hybrid neural architecture formed by the interaction of hopfield and multi-layer perceptron neural networks

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1

Event-related brain dynamics in continuous sustained-attention tasks

FAC'07 Proceedings of the 3rd international conference on Foundations of augmented cognition

Information theoretic learning for inverse problem resolution in bio-electromagnetism

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III

Comparison of adaptive spatial filters with heuristic and optimized region of interest for EEG based brain-computer-interfaces

Proceedings of the 29th DAGM conference on Pattern recognition

Rigid Structure from Motion from a Blind Source Separation Perspective

International Journal of Computer Vision

Robust independent component analysis using quadratic negentropy

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

EEG activities of dynamic stimulation in VR driving motion simulator

EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics

Fast communication: Normalized natural gradient in independent component analysis

Signal Processing

Independent vector analysis for source separation using a mixture of gaussians prior

Neural Computation

On the role of context in probabilistic models of visual saliency

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

Multichannel blind separation and deconvolution of images for document analysis

IEEE Transactions on Image Processing

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

Neural Computation

Complex independent component analysis by entropy bound minimization

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Temporally local maximum signal fraction analysis for artifact removal from biomedical signals

IEEE Transactions on Signal Processing

Independent component analysis by entropy bound minimization

IEEE Transactions on Signal Processing

Adaptive independent component analysis by modified Kernel density estimation

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

Human EEG correlates of spatial navigation within egocentric and allocentric reference frames

SC'10 Proceedings of the 7th international conference on Spatial cognition

Noise-robust acoustic signature recognition using nonlinear Hebbian learning

Neural Networks

A non-parametric approach for independent component analysis using kernel density estimation

CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition

Estimating source kurtosis directly from observation data for ICA

Signal Processing

A disk-aware algorithm for time series motif discovery

Data Mining and Knowledge Discovery

Blind Source Separation Using Quadratic form Innovation

Neural Processing Letters

Heuristic enhancement of magneto-optical images for NDE

EURASIP Journal on Advances in Signal Processing - Special issue on signal processing in advanced nondestructive materials inspection

Independent component analysis in a facial local residue space

CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition

An infomax algorithm can perform both familiarity discrimination and feature extraction in a single network

Neural Computation

Automatic detection of critical epochs in coma-EEG using independent component analysis and higher order statistics

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

Sparse correlation coefficient for objective image quality assessment

Image Communication

Speckle reduction of polarimetric SAR images based on neural ICA

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

Robust ICA neural network and application on synthetic aperture radar (SAR) image analysis

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

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

Self-adaptive FastICA based on generalized gaussian model

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

An efficient independent component analysis algorithm for sub-gaussian sources

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

On the use of neuro-fuzzy techniques for analyzing experimental surface electromyographic data

WILF'03 Proceedings of the 5th international conference on Fuzzy Logic and Applications

Artifact cancellation from electrocardiogram by mixed Wavelet-ICA filter

WIRN'05 Proceedings of the 16th Italian conference on Neural Nets

Two adaptive matching learning algorithms for independent component analysis

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

ICA-Based EEG spatio-temporal dipole source localization: a model study

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

Mining the independent source of ERP components with ICA decomposition

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

A one-bit-matching learning algorithm for independent component analysis

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

Comparison of ICA algorithms for the isolation of biological artifacts in magnetoencephalography

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

The infomin principle for ICA and topographic mappings

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

Multi-level independent component analysis

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

A novel kurtosis-dependent parameterized independent component analysis algorithm

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

Local stability analysis of maximum nongaussianity estimation in independent component analysis

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

Identification of mixing matrix in blind source separation

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

Oscillatory brain activity in the time frequency domain associated to change blindness and change detection awareness

Journal of Cognitive Neuroscience

Dimensionality reduction based on ICA for regression problems

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

An efficient score function generation algorithm with information maximization

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

Aquaculture feature extraction from satellite image using independent component analysis

MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition

An information theoretic approach to joint approximate diagonalization

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

An application of translation error to brain death diagnosis

ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I

Hybrid linear and nonlinear complexity pursuit for blind source separation

Journal of Computational and Applied Mathematics

Identification enhancement of auditory evoked potentials in EEG by epoch concatenation and temporal decorrelation

Computer Methods and Programs in Biomedicine

A robust objective function of joint approximate diagonalization

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II

One-unit second-order blind identification with reference for short transient signals

Information Sciences: an International Journal

Clinical evaluation of the performance of a blind source separation algorithm combining beamforming and independent component analysis in hearing aid use

Speech Communication

An infomax algorithm can perform both familiarity discrimination and feature extraction in a single network

Neural Computation

Wavelet and Unsupervised Learning Techniques for Experimental Biomedical Data Processing

International Journal of Measurement Technologies and Instrumentation Engineering

A novel approach to polarimetric SAR data processing based on Nonlinear PCA

Pattern Recognition

Comparative evaluation of existing and new methods for correcting ocular artifacts in electroencephalographic recordings

Signal Processing

An EEG-based brain-computer interface for dual task driving detection

Neurocomputing