A fast fixed-point algorithm for independent component analysis

Blind source separation and deconvolution: the dynamic component analysis algorithm

Neural Computation

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

Neural Computation

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

Neural Computation

Independent factor analysis

Neural Computation

Statistical Pattern Recognition: A Review

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sparse code shrinkage: denoising of nongaussian data by maximum likelihood estimation

Neural Computation

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

Evolutionary Pursuit and Its Application to Face Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Modeling MPEG Coded Video Traffic by Markov-Modulated Self-Similar Processes

Journal of VLSI Signal Processing Systems

Comparison of maximum entropy and minimal mutual information in a nonlinear setting

Signal Processing

New equations and iterative algorithm for blind separation of sources

Signal Processing

Advanced ICA-based receivers for block fading DS-CDMA channels

Signal Processing

Fast Extraction of Semantic Features from a Latent Semantic Indexed Text Corpus

Neural Processing Letters

Learning generative models of natural images

Neural Networks

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

Unsupervised learning in neural computation

Theoretical Computer Science - Natural computing

Independent components of magnetoencephalography: localization

Neural Computation

An efficient multistage decomposition approach for independent components

Signal Processing

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

Applying Neural Networks and Genetic Algorithms to the Separation of Sources

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Blind Source Separation of Single Components from Linear Mixtures

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

Bayesian Independent Component Analysis as Applied to One-Channel Speech Enhancement

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

Discriminative Dimensionality Reduction Based on Generalized LVQ

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

Nonlinear Signal Processing for Noise Reduction of Unaveraged Single Channel MEG Data

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

Adaptive ICA with Order Statistics in Multidimensional Scenarios

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

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

Estimation of the Time Delay of Epileptic Spikes by ICA

ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis

A Conjugate Gradient Method and Simulated Annealing for Blind Separation of Sources

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

Topographic ICA as a Model of Natural Image Statistics

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

Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method

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

Stochastic trapping in a solvable model of on-line independent component analysis

Neural Computation

Independent multiresolution component analysis and matching pursuit

Computational Statistics & Data Analysis - Special issue: Computational econometrics

Generalized relevance learning vector quantization

Neural Networks - New developments in self-organizing maps

Image-based skin color and texture analysis/synthesis by extracting hemoglobin and melanin information in the skin

ACM SIGGRAPH 2003 Papers

Kernel independent component analysis

The Journal of Machine Learning Research

Independent components of magnetoencephalography: localization

Exploratory analysis and data modeling in functional neuroimaging

Blind decomposition of multimodal evoked responses and DC fields

Exploratory analysis and data modeling in functional neuroimaging

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

Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation

The Journal of Machine Learning Research

Statistical dynamics of on-line independent component analysis

The Journal of Machine Learning Research

Blind source recovery: a framework in the state space

The Journal of Machine Learning Research

ICA for watermarking digital images

The Journal of Machine Learning Research

Representation of images for classification with independent features

Pattern Recognition Letters

Three easy ways for separating nonlinear mixtures?

Signal Processing - Special issue on independent components analysis and beyond

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

Independent Component Analysis Applied to fMRI Data: A Generative Model for Validating Results

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

Image Feature Extraction by Sparse Coding and Independent Component Analysis

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2

Robust Principal Component Analysis with Adaptive Selection for Tuning Parameters

The Journal of Machine Learning Research

Noise cancellation in on-line acoustic impulse response measurements for the quality assessment of consumption eggs

Mathematics and Computers in Simulation - Special issue: Selected papers of the IMACS/IFAC fourth international symposium on mathematical modelling and simulation in agricultural and bio-industries

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

Signal Processing

Adaptive blind separation with an unknown number of sources

Neural Computation

A new concept for separability problems in blind source separation

Neural Computation

Optimal multimodal fusion for multimedia data analysis

Proceedings of the 12th annual ACM international conference on Multimedia

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

Blind separation of post-nonlinear mixtures using linearizing transformations and temporal decorrelation

The Journal of Machine Learning Research

Statistical dynamics of on-line independent component analysis

The Journal of Machine Learning Research

Blind source recovery: a framework in the state space

The Journal of Machine Learning Research

ICA for watermarking digital images

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

Independent component analysis for artefact separation in astrophysical images

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

Feature Extraction Using Independent Components of Each Category

Neural Processing Letters

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

An Adaptive Method for Subband Decomposition ICA

Neural Computation

A Novel Blind Video Watermarking Scheme Based on Independent Dynamic Component

Multidimensional Systems and Signal Processing

The Cocktail Party Problem

Neural Computation

Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay

Neural Computation

Extraction of Specific Signals with Temporal Structure

Neural Computation

Topographic Independent Component Analysis

Neural Computation

Predictions of the Spontaneous Symmetry-Breaking Theory for Visual Code Completeness and Spatial Scaling in Single-Cell Learning Rules

Neural Computation

Complexity Pursuit: Separating Interesting Components from Time Series

Neural Computation

Emergence of Phase- and Shift-Invariant Features by Decomposition of Natural Images into Independent Feature Subspaces

Neural Computation

An implementation of nonlinear multiuser detection in Rayleigh Fading channel

EURASIP Journal on Wireless Communications and Networking

Data-guided model combination by decomposition and aggregation

Machine Learning

Face recognition technique based on modular ICA approach

Intelligent information processing II

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

Signal Processing - Sparse approximations in signal and image processing

Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities

Journal of VLSI Signal Processing Systems

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

Signal Processing

A Parallel Independent Component Analysis Algorithm

ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1

Analyzing gene expression profiles with ICA

BioMed'06 Proceedings of the 24th IASTED international conference on Biomedical engineering

The usage of independent component analysis for robust speaker verification

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Combining forecasts with blind signal separation methods in electric load prediction framework

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Adaptive Denoising Using a Modified Sparse Coding Shrinkage Method

Neural Processing Letters

Multi-class feature selection for texture classification

Pattern Recognition Letters

Rapid and Brief Communication: Subspace independent component analysis using vector kurtosis

Pattern Recognition

Ensemble learning for independent component analysis

Pattern Recognition

An independent component analysis-based filter design for defect detection in low-contrast surface images

Pattern Recognition

Using perceptual relation of regularity and anisotropy in the texture with independent component model for defect detection

Pattern Recognition

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

Signal Processing

Robust Prewhitening for ICA by Minimizing β-Divergence and Its Application to FastICA

Neural Processing Letters

Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis

Pattern Recognition Letters

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

Signal Processing

Joint low-rank approximation for extracting non-Gaussian subspaces

Signal Processing

Independent component analysis in signals with multiplicative noise using fourth-order statistics

Signal Processing

Dry dissection of disparity divergence eye movements using independent component analysis

Computers in Biology and Medicine

Independent component analysis based on symmetrised scatter matrices

Computational Statistics & Data Analysis

Extraction of spatio-temporal primitives of emotional body expressions

Neurocomputing

Fast principal component analysis using fixed-point algorithm

Pattern Recognition Letters

Synergies Between Intrinsic and Synaptic Plasticity Mechanisms

Neural Computation

Undercomplete Blind Subspace Deconvolution

The Journal of Machine Learning Research

The use of ICA in multiplicative noise

Neurocomputing

Optimizing blind source separation with guided genetic algorithms

Neurocomputing

Maximization of statistical moments for blind separation of sources revisited

Neurocomputing

Denoising using local projective subspace methods

Neurocomputing

Capturing nonlinear dependencies in natural images using ICA and mixture of Laplacian distribution

Neurocomputing

Image separation using particle filters

Digital Signal Processing

Maximally Informative Feature and Sensor Selection in Pattern Recognition Using Local and Global Independent Component Analysis

Journal of VLSI Signal Processing Systems

Algorithms with high order convergence speed for blind source extraction

Computational Optimization and Applications

A reconfigurable FPGA system for parallel independent component analysis

EURASIP Journal on Embedded Systems

A gradient-based optimum block adaptation ICA technique for interference suppression in highly dynamic communication channels

EURASIP Journal on Applied Signal Processing

Practical performance analysis of secure modulations for woa spread-spectrum based image watermarking

Proceedings of the 9th workshop on Multimedia & security

Fixed-point algorithms for the blind separation of arbitrary complex-valued non-Gaussian signal mixtures

EURASIP Journal on Applied Signal Processing

Robust sparse component analysis based on a generalized Hough transform

EURASIP Journal on Applied Signal Processing

Blind spectral unmixing by local maximization of non-Gaussianity

Signal Processing

Fast communication: A comparative study of complex gradient and fixed-point ICA algorithms for interference suppression in static and dynamic channels

Signal Processing

Finite sample effects of the fast ICA algorithm

Neurocomputing

Extracting rhythmic brain activity for brain-computer interfacing through constrained independent component analysis

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

Channel selection and feature projection for cognitive load estimation using ambulatory EEG

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

Efficient decoupling capacitance budgeting considering operation and process variations

Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design

A histogram based data-reducing algorithm for the fixed-point independent component analysis

Pattern Recognition Letters

Online artifact removal for brain-computer interfaces using support vector machines and blind source separation

Computational Intelligence and Neuroscience - Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications

On blind source separation using generalized eigenvalues with a new metric

Neurocomputing

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

Recursive complex BSS via generalized eigendecomposition and application in image rejection for BPSK

Signal Processing

2008 Special Issue: A regularized kernel CCA contrast function for ICA

Neural Networks

Blind separation of fetal electrocardiograms by annealed expectation maximization

Neurocomputing

An implementation of nonlinear multiuser detection in Rayleigh fading channel

EURASIP Journal on Wireless Communications and Networking

Independent Component Analysis for Time-dependent Processes Using AR Source Model

Neural Processing Letters

Block ICA for image suppression and carrier frequency offset correction in diversity BPSK receivers

ISPRA'06 Proceedings of the 5th WSEAS International Conference on Signal Processing, Robotics and Automation

Comparative evaluation of decomposition algorithms based on frequency domain blind source separation of biomedical signals

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

Improvement of the fetal electrocardiogram signals

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

Removing ocular movement artefacts by a joint smoothened subspace estimator

Computational Intelligence and Neuroscience - EEG/MEG Signal Processing

Independent subspace analysis can cope with the 'curse of dimensionality'

Acta Cybernetica

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

A robust model for spatiotemporal dependencies

Neurocomputing

Overcomplete topographic independent component analysis

Neurocomputing

Defect detection in periodically patterned surfaces using independent component analysis

Pattern Recognition

Heterogeneous stacking for classification-driven watershed segmentation

EURASIP Journal on Advances in Signal Processing

N-FindR method versus independent component analysis for lithological identification in hyperspectral imagery

International Journal of Remote Sensing

Mixed image separation using fastICA

SIP'08 Proceedings of the 7th WSEAS International Conference on Signal Processing

Separating mixed multi-component signal with an application in mechanical watch movement

Digital Signal Processing

Independent component analysis based on marginal density estimation using weighted Parzen windows

Neural Networks

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

Self-synchronization Blind Audio Watermarking Based on Feature Extraction and Subsampling

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

Source Separation with Gaussian Process Models

ECML '07 Proceedings of the 18th European conference on Machine Learning

Analysis of the Kurtosis-Sum Objective Function for ICA

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

Applications of ICA for the enhancement and classification of polarimetric SAR images

International Journal of Remote Sensing

Performance evaluation of source extraction in wireless sensor networks

Computer Communications

Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition

Neurocomputing

Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint

Neurocomputing

Selection of significant independent components for ECG beat classification

Expert Systems with Applications: An International Journal

FastICA algorithm for the separation of mixed images

WSEAS Transactions on Signal Processing

A new study in maintenance for transmission lines

WSEAS Transactions on Circuits and Systems

Bayesian Analysis of fMRI Data with ICA Based Spatial Prior

MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II

Sequential row-column independent component analysis for face recognition

Neurocomputing

Astrophysical image separation by blind time--frequency source separation methods

Digital Signal Processing

Sensitivity analysis of partitioning-based face recognition algorithms on occlusions

AEE'07 Proceedings of the 6th conference on Applications of electrical engineering

Gene Classification Using Codon Usage and Support Vector Machines

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Independent component analysis based on gradient equation and kernel density estimation

Neurocomputing

Independent Component Analysis for Image Recovery Using SOM-Based Noise Detection

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

EEG-Based Classification of Motor Imagery Tasks Using Fractal Dimension and Neural Network for Brain-Computer Interface

IEICE - Transactions on Information and Systems

A sequential feature extraction approach for naïve bayes classification of microarray data

Expert Systems with Applications: An International Journal

A Method for Filter Shaping in Convolutive Blind Source Separation

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

Blind source extraction based on generalized autocorrelations and complexity pursuit

Neurocomputing

Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III

Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica

Journal of Biomedical Informatics

An improved geometric overcomplete blind source separation algorithm

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

Application of Independent Component Analysis to Edge Detection and Watermarking

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

Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction

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

A Generalized Eigendecomposition Approach using Matrix Pencils to remove artefacts from 2D NMR Spectra

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

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing

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

Independent component analysis with application to behavior surveillance of large dams

ICS'08 Proceedings of the 12th WSEAS international conference on Systems

A general procedure for learning mixtures of independent component analyzers

Pattern Recognition

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

EURASIP Journal on Advances in Signal Processing

Compromising anonymous communication systems using blind source separation

ACM Transactions on Information and System Security (TISSEC)

P300 Based Single Trial Independent Component Analysis on EEG Signal

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

On the analysis of single versus multiple channels of electromagnetic brain signals

Artificial Intelligence in Medicine

Finding a causal ordering via independent component analysis

Computational Statistics & Data Analysis

Blind source separation based on cumulants with time and frequency non-properties

IEEE Transactions on Audio, Speech, and Language Processing

Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates

IEEE Transactions on Signal Processing

On the convergence of ICA algorithms with symmetric orthogonalization

IEEE Transactions on Signal Processing

Biomarker identification by knowledge-driven multilevel ICA and motif analysis

International Journal of Data Mining and Bioinformatics

Independent component analysis-based background subtraction for indoor surveillance

IEEE Transactions on Image Processing

Bayesian separation of images modeled with MRFs using MCMC

IEEE Transactions on Image Processing

Minimizing effective energy consumption in multi-cluster sensor networks for source extraction

IEEE Transactions on Wireless Communications

Defect detection of uneven brightness in low-contrast images using basis image representation

Pattern Recognition

Independent component analysis for synthetic aperture magnetometry in magnetocardiography

Computers in Biology and Medicine

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

Lattice Independent Component Analysis for fMRI Analysis

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II

Identification of cellular dynamic patterns resulting from repetitive photobleaching using independent component analysis

ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro

The generalized eigendecomposition approach to the blind source separation problem

Digital Signal Processing

Temporal context as cortical spatial codes

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Complexity Pursuit for Unifying Model

Neural Processing Letters

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

IEEE Transactions on Neural Networks

(2D)2PCA-ICA: a new approach for face representation and recognition

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Performance analysis of the fastica algorithm in ICA-based co-channel communication system

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing

On model identifiability in analytic postnonlinear ICA

Neurocomputing

Letters: A fast fixed-point algorithm for complexity pursuit

Neurocomputing

Unsupervised learning with stochastic gradient

Neurocomputing

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

Neurocomputing

Letters: Extraction of a source signal whose kurtosis value lies in a specific range

Neurocomputing

Independent component analysis forms place cells in realistic robot simulations

Neurocomputing

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

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

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

Automatic detection of filters in images with Gaussian noise using independent component analysis

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

Independent component analysis of finger photoplethysmography for evaluating effects of visually-induced motion sickness

ICVR'07 Proceedings of the 2nd international conference on Virtual reality

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

Whitening-based feature space transformations in a speech impediment therapy system

TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue

Speeding up FastICA by mixture random pruning

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

Robust independent component analysis using quadratic negentropy

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

Speed and accuracy enhancement of linear ICA techniques using rational nonlinear functions

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

Comparative speed analysis of fastICA

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

Solving the permutation problem in convolutive blind source separation

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

ECG compression by efficient coding

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

Extraction of atrial activity from the ECG by spectrally constrained ICA based on kurtosis sign

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

Blind instantaneous noisy mixture separation with best interference-plus-noise rejection

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

Top-down versus bottom-up processing in the human brain: distinct directional influences revealed by integrating SOBI and granger causality

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

A novel ICA-based image/video processing method

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

Improvement of classification using a joint spectral dimensionality reduction and lower rank spatial approximation for hyperspectral images

ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems

Statistical analysis of sample-size effects in ICA

IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning

Integrating independent component analysis and support vector machine for multivariate process monitoring

Computers and Industrial Engineering

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

Neural Computation

Projecting independent components of SPECT images for computer aided diagnosis of Alzheimer's disease

Pattern Recognition Letters

Fast subspace-based tensor data filtering

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

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

Neural Computation

A new class of attacks on time series data mining\m{1}

Intelligent Data Analysis

Partition-conditional ICA for Bayesian classification of microarray data

Expert Systems with Applications: An International Journal

A computational model of early vision based on synchronized response and inner product operation

Neurocomputing

Solving independent component analysis contrast functions with particle swarm optimization

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

18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

Information Sciences: an International Journal

Effect of indirect dependencies on maximum likelihood and information theoretic blind source separation for nonlinear mixtures

Signal Processing

Random pruning of blockwise stationary mixtures for online BSS

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

A method for filter equalization in convolutive blind source separation

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

Non-stationary t-distribution prior for image source separation from blurred observations

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

PCA and ICA processing methods for removal of artifacts and noise in electrocardiograms: A survey and comparison

Applied Soft Computing

Semi-blind source extraction of atrial activity by combining statistical and spectral features

Digital Signal Processing

Research on relationship between saccade-related EEG signals and selection of electrode position by independent component analysis

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

A Geometrically Constrained ICA Algorithm for Blind Separation in Convolutive Environments

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets

Integrating independent components and linear discriminant analysis for gender classification

FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition

Lattice independent component analysis for functional magnetic resonance imaging

Information Sciences: an International Journal

Lp-Nested Symmetric Distributions

The Journal of Machine Learning Research

Blind separation of manufacturing variability with independent component analysis: A convolutive approach

Expert Systems with Applications: An International Journal

Online dimensionality reduction using competitive learning and Radial Basis Function network

Neural Networks

A modified method for blind source separation

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

Interference suppression in diversity wireless receivers via ICA with individual adaptations

MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing

"Weighting for more": Enhancing characteristic-function based ICA with asymptotically optimal weighting

Signal Processing

A robust spatio-temporal processing for multipath environments with an antenna array

SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing

ICA with time-varying convergence factor and its application in communications

ICCOM'06 Proceedings of the 10th WSEAS international conference on Communications

Boosted independent features for face expression recognition

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Selection of ICA features for texture classification

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

A digital audio watermarking scheme based on blind source separation

ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II

Progressive dimensionality reduction by transform for hyperspectral imagery

Pattern Recognition

A comparative study of ICA algorithms for ECG signal processing

ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence

Effect of source kurtosis on MIMO information rate

Digital Signal Processing

Using particle swarm optimization for minimizing mutual information in independent component analysis

IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II

Blind dependent sources separation method using wavelet

International Journal of Computer Applications in Technology

EEGIFT: group independent component analysis for event-related EEG data

Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG

Multi-granularity video unusual event detection based on infinite Hidden Markov models

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II

Integrated Analysis of Gene Expression and Copy Number Data on Gene Shaving Using Independent Component Analysis

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Discrete Fixed Points: Models, Complexities, and Applications

Mathematics of Operations Research

A novel software-radio-defined passive RFID reading system with real-time collision resolution

International Journal of Ad Hoc and Ubiquitous Computing

A new multi-view learning algorithm based on ICA feature for image retrieval

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I

Vehicle classification from traffic surveillance videos at a finer granularity

MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I

Learning variability of image feature appearance using statistical methods

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications

A fixed-point algorithm of topographic ICA

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

Guided GA-ICA algorithms

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

Rolling bearings fault diagnosis based on adaptive gaussian chirplet spectrogram and independent component analysis

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Non orthogonal component analysis: application to anomaly detection

ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems

Diagnosis of breast cancer in digital mammograms using independent component analysis and neural networks

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

A hybrid approach to speaker recognition in multi-speaker environment

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence

Non-parametric ICA algorithm for hybrid sources based on GKNN estimation

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

Assessment of separation of functional components with ICA from dynamic cardiac perfusion PET phantom images for volume extraction with deformable surface models

FIMH'05 Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart

Volatility modelling of multivariate financial time series by using ICA-GARCH models

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning

Analysis of functional MRI image using independent component analysis

PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies

Local independent factorization of natural scenes

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

A robust VAD method for array signals

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

A blind source separation based multi-bit digital audio watermarking scheme

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

On-Line measurement of production plan track based on extension matter-element theory

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

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

Minimum support ICA using order statistics. part II: performance analysis

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

An independent component ordering and selection procedure based on the MSE criterion

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

A two-stage based approach for extracting periodic signals

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

Speech enhancement based on the response features of facilitated EI neurons

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

Relationships between the FastICA algorithm and the rayleigh quotient iteration

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

Average convergence behavior of the FastICA algorithm for blind source separation

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

Gradient algorithm for nonnegative independent component analysis

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

Unified parametric and non-parametric ICA algorithm for arbitrary sources

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

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

Saliency from hierarchical adaptation through decorrelation and variance normalization

Image and Vision Computing

Resolving permutation ambiguity in correlation-based blind image separation

Pattern Recognition Letters

A novel watermarking scheme based on independent component analysis

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

Global convergence of FastICA: theoretical analysis and practical considerations

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

Independent component analysis for clustering multivariate time series data

ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications

On the connection between the human visual system and independent component analysis

IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II

Effective approach for detecting digital image watermarking via independent component analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Matched filter as pre-processing tool for multi-user detection in DS-CDMA system

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Connections between ICA and sparse coding revisited

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Simulated annealing Based-GA using injective contrast functions for BSS

ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part I

Use of bimodal coherence to resolve the permutation problem in convolutive BSS

Signal Processing

Independent component analysis based on first-order statistics

Signal Processing

Region of interest based independent component analysis

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

Constrained ICA based ballistocardiogram and electro-oculogram artifacts removal from visual evoked potential EEG signals measured inside MRI

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

Exterior penalty function method based ICA algorithm for hybrid sources using GKNN estimation

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

Denoising by anisotropic diffusion of independent component coefficients

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

Learning a parallelepiped: cryptanalysis of GGH and NTRU signatures

EUROCRYPT'06 Proceedings of the 24th annual international conference on The Theory and Applications of Cryptographic Techniques

Advances in ataxia SCA-2 diagnosis using independent component analysis

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

Testing predictive properties of efficient coding models with synthetic signals modulated in frequency

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

ECG classification using ICA features and support vector machines

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

Human figure segmentation using independent component analysis

IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I

Unmixing mix traffic

PET'05 Proceedings of the 5th international conference on Privacy Enhancing Technologies

XML document clustering by independent component analysis

KDXD'06 Proceedings of the First international conference on Knowledge Discovery from XML Documents

Charrelation matrix based ICA

LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation

Secure watermarking on 3d geometry via ICA and orthogonal transformation

Transactions on Data Hiding and Multimedia Security VII

Extracting multisource brain activity from a single electromagnetic channel

Artificial Intelligence in Medicine

Letters: Learning spatiotemporal features by using independent component analysis with application to facial expression recognition

Neurocomputing

An independent component analysis-based disturbance separation scheme for statistical process monitoring

Journal of Intelligent Manufacturing

Uniqueness of linear factorizations into independent subspaces

Journal of Multivariate Analysis

EOG artifact removal using a wavelet neural network

Neurocomputing

Hemoglobin and melanin quantification on skin images

ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II

Improvements of Adaptive Filtering by Optimal Projection to filter different artifact types on long duration EEG recordings

Computer Methods and Programs in Biomedicine

Shared and specific independent components analysis for between-group comparison

Neural Computation

Artificial immune recognition system based classifier ensemble on the different feature subsets for detecting the cardiac disorders from SPECT images

DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications

Memorable basis: towards human-centralized sparse representation

Proceedings of the 20th ACM international conference on Multimedia

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

Computer Methods and Programs in Biomedicine

Generalized N-dimensional independent component analysis and its application to multiple feature selection and fusion for image classification

Neurocomputing

Component-based locomotion composition

EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation

Component-based locomotion composition

Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation

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

Early detection of coronary artery disease in patients studied with magnetocardiography: An automatic classification system based on signal entropy

Computers in Biology and Medicine

Visual attention modeling based on short-term environmental adaption

Journal of Visual Communication and Image Representation

Multi-source Neural Activity Estimation and Sensor Scheduling: Algorithms and Hardware Implementation

Journal of Signal Processing Systems

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease

Expert Systems with Applications: An International Journal

Clustering Based on Independent Component

WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03

Visualizing dimensionality reduction of systems biology data

Data Mining and Knowledge Discovery

Functional activity maps based on significance measures and Independent Component Analysis

Computer Methods and Programs in Biomedicine

A closed-loop system for artifact mitigation in ambulatory electrocardiogram monitoring

DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe

SMARTMUSEUM: A mobile recommender system for the Web of Data

Web Semantics: Science, Services and Agents on the World Wide Web

Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm

Neurocomputing

Noninvasive fetal ECG estimation using adaptive comb filter

Computer Methods and Programs in Biomedicine

Automated detection of atrial fibrillation using Bayesian paradigm

Knowledge-Based Systems

Identification of concurrent control chart patterns with singular spectrum analysis and learning vector quantization

Journal of Intelligent Manufacturing

Automatic detection of Parkinsonism using significance measures and component analysis in DaTSCAN imaging

Neurocomputing

Noisy Blind Signal-jamming Separation Algorithm Based on VBICA

Wireless Personal Communications: An International Journal

TVICA-Time varying independent component analysis and its application to financial data

Computational Statistics & Data Analysis

A feature selection method using fixed-point algorithm for DNA microarray gene expression data

International Journal of Knowledge-based and Intelligent Engineering Systems

On the convergence of ICA algorithms with weighted orthogonal constraint

Digital Signal Processing