Multimedia based on object models: some whys and hows
IBM Systems Journal
Faithful representation of separable distributions
Neural Computation
A Neural Network for PCA and Beyond
Neural Processing Letters
A fast fixed-point algorithm for independent component analysis
Neural Computation
Natural gradient works efficiently in learning
Neural Computation
Visualizing differences in movies of cortical activity
Proceedings of the conference on Visualization '98
A Spurious Equilibria-free Learning Algorithm for the BlindSeparation of Non-zoer Skewness Signals
Neural Processing Letters
Synaptic delay learning in pulse-coupled neurons
Neural Computation
A learning theorem for networks at detailed stochastic equilibrium
Neural Computation
Classification by Density Intersection
Neural Processing Letters
Probability density estimation using entropy maximization
Neural Computation
A stochastic self-organizing map for proximity data
Neural Computation
High-order contrasts for independent component analysis
Neural Computation
Variational learning in nonlinear Gaussian belief networks
Neural Computation
A unifying review of linear Gaussian models
Neural Computation
Neural Computation
Feature extraction through LOCOCODE
Neural Computation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Pattern Recognition: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence
Looking at People: Sensing for Ubiquitous and Wearable Computing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive calibration of imaging array detectors
Neural Computation
Sparse Representations for Image Decompositions
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Probability Density Estimation Using Adaptive Activation Function Neurons
Neural Processing Letters
Basic research for coloring multichannel MRI data
Proceedings of the conference on Visualization '00
Algorithms for the visualization of large and multivariate data sets
Self-Organizing neural networks
Ensemble of Independent Factor Analyzers with Application to Natural Image Analysis
Neural Processing Letters
Beyond second-order statistics for learning: A pairwise interaction model for entropy estimation
Natural Computing: an international journal
On the Efficient Speech Feature Extraction Based on Independent Component Analysis
Neural Processing Letters
Deterministic Generative Models for Fast Feature Discovery
Data Mining and Knowledge Discovery
Cluster Analysis of Biomedical Image Time-Series
International Journal of Computer Vision
Blind Source Separation for Non-Stationary Mixing
Journal of VLSI Signal Processing Systems
Flexible Independent Component Analysis
Journal of VLSI Signal Processing Systems
Learning from Examples with Information Theoretic Criteria
Journal of VLSI Signal Processing Systems
Maximum Likelihood Unsupervised Source Separation in Gaussian Noise
Journal of VLSI Signal Processing Systems
Blind Source Separation and Equiprobabilistic Topographic Maps
Journal of VLSI Signal Processing Systems
Modeling MPEG Coded Video Traffic by Markov-Modulated Self-Similar Processes
Journal of VLSI Signal Processing Systems
Automatic Repeated-Loess Decomposition of Data Consisting of Sums of Oscillatory Curves
Statistics and Computing
New equations and iterative algorithm for blind separation of sources
Signal Processing
Contravariant adaptation on structured matrix spaces
Signal Processing
On-line learning in changing environments with applications in supervised and unsupervised learning
Neural Networks - Computational models of neuromodulation
The Problem of Sparse Image Coding
Journal of Mathematical Imaging and Vision
Estimating Overcomplete Independent Component Bases for Image Windows
Journal of Mathematical Imaging and Vision
A Constrained Generative Model Applied to Face Detection
Neural Processing Letters
The Fixed-Point Algorithm and Maximum Likelihood Estimation forIndependent Component Analysis
Neural Processing Letters
Separation of independent components from data mixed by several mixing matrices
Signal Processing - Signal processing with heavy-tailed models
An Attempt for Coloring Multichannel MR Imaging Data
IEEE Transactions on Visualization and Computer Graphics
Unsupervised learning in neural computation
Theoretical Computer Science - Natural computing
Slow feature analysis: unsupervised learning of invariances
Neural Computation
Mean-field approaches to independent component analysis
Neural Computation
Independent components of magnetoencephalography: localization
Neural Computation
Robust blind source separation by beta divergence
Neural Computation
Joint entropy maximization in kernel-based topographic maps
Neural Computation
Variational mixture of Bayesian independent component analyzers
Neural Computation
Dictionary learning algorithms for sparse representation
Neural Computation
Linear geometric ICA: fundamentals and algorithms
Neural Computation
Emergence of modularity within one sheet of neurons: a model comparison
Emergent neural computational architectures based on neuroscience
Face Recognition Based on ICA Combined with FLD
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Principal Component Analysis over Continuous Subspaces and Intersection of Half-Spaces
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Statistical Modeling of Texture Sketch
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Ausio-visual Segmentation and "The Cocktail Party Effect"
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
An Improved Facial Expression Recognition Method
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Independent Modes of Variation in Point Distribution Models
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
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
Improving Naive Bayes Using Class-Conditional ICA
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Face Recognition Using Independent Component Analysis and Support Vector Machines
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Blind Source Separation of Single Components from Linear Mixtures
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Blind Source Separation Using Principal Component Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mixtures of Independent Component Analysers
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
A New Method of Feature Extraction and Its Stability
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Fast Score Function Estimation with Application in ICA
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Mining Dependence Structures from Statistical Learning Perspective
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Separation of Sources Based on the Partitioning of the Space of Observations
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
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
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
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Emergence of Modularity within One Sheet of Neurons: A Model Comparison
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
A Learning Method of Feature Selection for Rough Classification
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
An ICA-Based Illumination-Free Texture Model and Its Application to Image Retrieval
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Factorial Code Representation of Faces for Recognition
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
Combining Independent Component Analysis and Self-Organizing Maps for Cell Image Classification
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
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
Projection of the Hough Transform
ASST '87 Aachener Symposium für Signaltheorie: Mehrdimensionale Signale und Bildverarbeitung
A survey on wavelet applications in data mining
ACM SIGKDD Explorations Newsletter
Recursive self-organizing maps
Neural Networks - New developments in self-organizing maps
Kernel-based topographic map formation achieved with an information-theoretic approach
Neural Networks - New developments in self-organizing maps
Image denoising using self-organizing map-based nonlinear independent component analysis
Neural Networks - New developments in self-organizing maps
BYY harmony learning, structural RPCL, and topological self-organizing on mixture models
Neural Networks - New developments in self-organizing maps
Notes on Bell-Sejnowski PDF-matching neuron
Neural Computation
Locality of global stochastic interaction in directed acyclic networks
Neural Computation
Speech Communication - Special issue on speech processing for hearing aids
Face recognition using independent component analysis and support vector machines
Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Learning the nonlinearity of Neurons from natural visual stimuli
Neural Computation
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Multimedia authenticity protection with ICA watermarking and digital bacteria vaccination
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
Dimension Reduction and Spatiotemporal Regression: Applications to Neuroimaging
Computing in Science and Engineering
Kernel independent component analysis
The Journal of Machine Learning Research
Machine Learning for Computer Graphics: A Manifesto and Tutorial
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Exploratory analysis of fMRI data by fuzzy clustering: philosophy, strategy, tactics, implementation
Exploratory analysis and data modeling in functional neuroimaging
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
Face recognition with visible and thermal infrared imagery
Computer Vision and Image Understanding - Special issue on Face recognition
Recognizing faces with PCA and ICA
Computer Vision and Image Understanding - Special issue on Face recognition
Feature Extraction Based on ICA for Binary Classification Problems
IEEE Transactions on Knowledge and Data Engineering
Face recognition: A literature survey
ACM Computing Surveys (CSUR)
Beyond independent components: trees and clusters
The Journal of Machine Learning Research
Energy-based models for sparse overcomplete representations
The Journal of Machine Learning Research
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
The Journal of Machine Learning Research
A multiscale framework for blind separation of linearly mixed signals
The Journal of Machine Learning Research
A maximum likelihood approach to single-channel source separation
The Journal of Machine Learning Research
Blind source recovery: a framework in the state space
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
Complex independent component analysis of frequency-domain electroencephalographic data
Neural Networks - Special issue: Neuroinformatics
Learning and inference in the brain
Neural Networks - Special issue: Neuroinformatics
Multi-Channel Subspace Mapping Using an Information Maximization Criterion
Multidimensional Systems and Signal Processing
General sound classification and similarity in MPEG-7
Organised Sound
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three easy ways for separating nonlinear mixtures?
Signal Processing - Special issue on independent components analysis and beyond
Linear and nonlinear ICA based on mutual information: the MISEP method
Signal Processing - Special issue on independent components analysis and beyond
Injecting noise for analysing the stability of ICA components
Signal Processing - Special issue on independent components analysis and beyond
Hierarchy, priors and wavelets: structure and signal modelling using ICA
Signal Processing - Special issue on independent components analysis and beyond
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
Weather Data Mining Using Independent Component Analysis
The Journal of Machine Learning Research
Minimax mutual information approach for independent component analysis
Neural Computation
Independent Component Analysis Applied to Electrogram Classification During Atrial Fibrillation
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
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
International Journal of Computer Vision - Special Issue on Texture Analysis and Synthesis
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Neural learning by geometric integration of reduced 'rigid-body' equations
Journal of Computational and Applied Mathematics
Beyond independent components: trees and clusters
The Journal of Machine Learning Research
Energy-based models for sparse overcomplete representations
The Journal of Machine Learning Research
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
The Journal of Machine Learning Research
A multiscale framework for blind separation of linearly mixed signals
The Journal of Machine Learning Research
A maximum likelihood approach to single-channel source separation
The Journal of Machine Learning Research
Blind source recovery: a framework in the state space
The Journal of Machine Learning Research
Overlearning in marginal distribution-based ICA: analysis and solutions
The Journal of Machine Learning Research
A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex
Neural Processing Letters
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Source separation in astrophysical maps using independent factor analysis
Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences
Blind separation of convolutive mixtures by decorrelation
Signal Processing
Implicit, view invariant, linear flexible shape modelling
Pattern Recognition Letters - Special issue: Advances in pattern recognition
The equivalence of two-dimensional PCA to line-based PCA
Pattern Recognition Letters
Feature Extraction Using Independent Components of Each Category
Neural Processing Letters
A unifying model for blind separation of independent sources
Signal Processing
A Bayesian method for identifying independent sources of non-random spatial patterns
Statistics and Computing
Independent subspace analysis using geodesic spanning trees
ICML '05 Proceedings of the 22nd international conference on Machine learning
Proceedings of the 5th ACM workshop on Digital rights management
Blind source separation of positive and partially correlated data
Signal Processing
Blind source separation using order statistics
Signal Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Topographic Product Models Applied to Natural Scene Statistics
Neural Computation
An Adaptive Method for Subband Decomposition ICA
Neural Computation
Neural Computation
On the Slow Convergence of EM and VBEM in Low-Noise Linear Models
Neural Computation
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay
Neural Computation
A Note on Stone's Conjecture of Blind Signal Separation
Neural Computation
A Further Result on the ICA One-Bit-Matching Conjecture
Neural Computation
On Convergence Conditions of an Extended Projection Neural Network
Neural Computation
One-Bit-Matching Conjecture for Independent Component Analysis
Neural Computation
Topographic Independent Component Analysis
Neural Computation
Blind Source Separation Using Temporal Predictability
Neural Computation
A Biologically Motivated Solution to the Cocktail Party Problem
Neural Computation
A Theory for Learning by Weight Flow on Stiefel-Grassman Manifold
Neural Computation
Blind Source Separation by Sparse Decomposition in a Signal Dictionary
Neural Computation
Complexity Pursuit: Separating Interesting Components from Time Series
Neural Computation
A Constrained EM Algorithm for Independent Component Analysis
Neural Computation
Learning Hough Transform: A Neural Network Model
Neural Computation
A Variational Method for Learning Sparse and Overcomplete Representations
Neural Computation
Adaptive Algorithm for Blind Separation from Noisy Time-Varying Mixtures
Neural Computation
Separating Style and Content with Bilinear Models
Neural Computation
Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation
Neural Computation
Learning Overcomplete Representations
Neural Computation
Natural Gradient Learning for Over-and Under-Complete Bases in ICA
Neural Computation
Blind source separation of more sources than mixtures using sparse mixture models
Pattern Recognition Letters
A Snore Extraction Method from Mixed Sound for a Mobile Snore Recorder
Journal of Medical Systems
An analysis of entropy estimators for blind source separation
Signal Processing
Fixed-point neural independent component analysis algorithms on the orthogonal group
Future Generation Computer Systems
Effect of independent component analysis on multifractality of EEG during visual-motor task
Signal Processing - Neuronal coordination in the brain: A signal processing perspective
Complex Infomax: Convergence and Approximation of Infomax with Complex Nonlinearities
Journal of VLSI Signal Processing Systems
Multivariate information bottleneck
Neural Computation
Robust multi-logo watermarking by RDWT and ICA
Signal Processing - Fractional calculus applications in signals and systems
Effective blind separation of skewed sources
Signal Processing - Fractional calculus applications in signals and systems
On the equalization of keystroke timing histograms
Pattern Recognition Letters
EMPATH: A Neural Network that Categorizes Facial Expressions
Journal of Cognitive Neuroscience
Topographic map formation of factorized Edgeworth-expanded kernels
Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05
Modified safia utilizing aggregated microphones
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Blind image extraction from nonlinear mixtures using MLP-based ICA
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Robust speech separation using time-frequency masking
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Non-parametric approach to ICA using kernel density estimation
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Kernel Methods for Measuring Independence
The Journal of Machine Learning Research
An information theoretic approach to a novel nonlinear independent component analysis paradigm
Signal Processing - Special issue: Information theoretic signal processing
On the entropy minimization of a linear mixture of variables for source separation
Signal Processing - Special issue: Information theoretic signal processing
Fast kernel entropy estimation and optimization
Signal Processing - Special issue: Information theoretic signal processing
Journal of VLSI Signal Processing Systems
Initialization enhancer for non-negative matrix factorization
Engineering Applications of Artificial Intelligence
Ensemble learning for independent component analysis
Pattern Recognition
Expert Systems with Applications: An International Journal
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
Signal Processing - Special section: Distributed source coding
Analysis and design of echo state networks
Neural Computation
Linear multilayer ICA generating hierarchical edge detectors
Neural Computation
Source separation using single channel ICA
Signal Processing
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing
Synergies Between Intrinsic and Synaptic Plasticity Mechanisms
Neural Computation
Linear State-Space Models for Blind Source Separation
The Journal of Machine Learning Research
Bilinear Discriminant Component Analysis
The Journal of Machine Learning Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
A parametric density model for blind source separation
Neural Processing Letters
Information maximization in face processing
Neurocomputing
Nonlinear independent component analysis with minimal nonlinear distortion
Proceedings of the 24th international conference on Machine learning
An informed source separation of astrophysical ice analogs
Digital Signal Processing
A null space method for over-complete blind source separation
Computational Statistics & Data Analysis
Exploiting acoustic similarity of propagating paths for audio signal separation
EURASIP Journal on Applied Signal Processing
Blind source separation combining independent component analysis and beamforming
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Localized versus locality-preserving subspace projections for face recognition
Journal on Image and Video Processing
Design of low-cost FPGA hardware for real-time ICA-based blind source separation algorithm
EURASIP Journal on Applied Signal Processing
Feature selection and blind source separation in an EEG-based brain-computer interface
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Audio, Speech, and Music Processing
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Learning the Lie Groups of Visual Invariance
Neural Computation
MISEP Method for Postnonlinear Blind Source Separation
Neural Computation
gpICA: a novel nonlinear ICA algorithm using geometric linearization
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Blind deconvolution in nonminimum phase systems using cascade structure
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Underdetermined blind source separation in echoic environments using DESPRIT
EURASIP Journal on Applied Signal Processing
Fault detection in catalytic cracking converter by means of probability density approximation
Engineering Applications of Artificial Intelligence
Near---Far Resistant ICA based Detector for DS-CDMA Systems in the Downlink
Wireless Personal Communications: An International Journal
Letters: Nonlinear innovation to blind source separation
Neurocomputing
Computational Intelligence and Neuroscience - EEG/MEG Signal Processing
A histogram based data-reducing algorithm for the fixed-point independent component analysis
Pattern Recognition Letters
Journal of Medical Systems
A feature-selective independent component analysis method for functional MRI
Journal of Biomedical Imaging
Integration of independent component analysis and neural networks for ECG beat classification
Expert Systems with Applications: An International Journal
Constrained subspace ica based on mutual information optimization directly
Neural Computation
A classifier-based approach to score-guided source separation of musical audio
Computer Music Journal
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
Independent component analysis-based defect detection in patterned liquid crystal display surfaces
Image and Vision Computing
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
Noise separation in analog integrated circuits using independent component analysis technique
Integrated Computer-Aided Engineering
The detection of changes of the auditory scene structure using a concept of short-time ICA
ICCOM'05 Proceedings of the 9th WSEAS International Conference on Communications
WMicaD: a new digital watermarking technique using independent component analysis
EURASIP Journal on Advances in Signal Processing
A robust model for spatiotemporal dependencies
Neurocomputing
Compound noise separation in digital circuits using blind source separation
Microelectronics Journal
A simple ICA-based digital image watermarking scheme
Digital Signal Processing
INDEPENDENT COMPONENT ANALYSIS OF EEG RECORDED DURING TWO-PERSON GAME PLAYING
Applied Artificial Intelligence
ICA mixture model algorithm for unsupervised classification of remote sensing imagery
International Journal of Remote Sensing
International Journal of Remote Sensing
Blind seismic deconvolution by exploiting the sparsity of mixing matrix and earth signal
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
Topographic Infomax in a Neural Multigrid
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Recursive Bayesian Linear Discriminant for Classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
A Method Based on ICA and SVM/GMM for Mixed Acoustic Objects Recognition
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Source Separation with Gaussian Process Models
ECML '07 Proceedings of the 18th European conference on Machine Learning
Extraction of Approximate Independent Components from Large Natural Scenes
Neural Information Processing
Feature Extraction for Regression Problems and an Example Application for Pose Estimation of a Face
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
BICA: A Boolean Indepenedent Component Analysis Approach
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
An Overcomplete ICA Algorithm by InfoMax and InfoMin
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Sparse Coding Neural Gas for the Separation of Noisy Overcomplete Sources
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
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
ICA-based neighborhood preserving analysis for face recognition
Computer Vision and Image Understanding
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
A fixed-point algorithm for blind source separation with nonlinear autocorrelation
Journal of Computational and Applied Mathematics
Robust multimodal audio---visual processing for advanced context awareness in smart spaces
Personal and Ubiquitous Computing
WSEAS Transactions on Signal Processing
Feature Discovery by Enhancement and Relaxation of Competitive Units
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Network-Related Challenges and Insights from Neuroscience
Bio-Inspired Computing and Communication
International Journal of Computer Vision
Adaptive improved natural gradient algorithm for blind source separation
Neural Computation
Cancelling ECG artifacts in EEG using a modified independent component analysis approach
EURASIP Journal on Advances in Signal Processing
IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
Facial Expression Recognition by Supervised Independent Component Analysis Using MAP Estimation
IEICE - Transactions on Information and Systems
Independent Component Analysis (ICA) Using Pearsonian Density Function
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Financial time series forecasting using independent component analysis and support vector regression
Decision Support Systems
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
Information Maximization in a Linear Manifold Topographic Map
Neural Processing Letters
A PDF-Matched Modification to Stone's Measure of Predictability for Blind Source Separation
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
Multichannel Blind Deconvolution Using the Conjugate Gradient
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
A Flexible Natural Gradient Approach to Blind Separation of Complex Signals
Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008
Approaching the Time Dependent Cocktail Party Problem with Online Sparse Coding Neural Gas
WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps
Enhancing and Relaxing Competitive Units for Feature Discovery
Neural Processing Letters
Evolutionary Algorithm Using Mutual Information for Independent Component Analysis
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
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
A new Geometrical ICA-based method for Blind Separation of Speech Signals.
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
New Method for Filtered ICA Signals Applied To Volatile Time Series.
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
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Dimensionality reduction and channel selection of motor imagery electroencephalographic data
Computational Intelligence and Neuroscience - Neuromath: advanced methods for the estimation of human brain activity and connectivity
A general procedure for learning mixtures of independent component analyzers
Pattern Recognition
Monaural speech separation and recognition challenge
Computer Speech and Language
Mind-Mirror: EEG-Guided Image Evolution
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Feature selection via Boolean independent component analysis
Information Sciences: an International Journal
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
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
Blind separation of piecewise stationary non-Gaussian sources
Signal Processing
A music stream segregation system based on adaptive multi-agents
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
On the maximization of information flow between spiking neurons
Neural Computation
Locating nose-tips and estimating head poses in images by tensorposes
IEEE Transactions on Circuits and Systems for Video Technology
On the analysis of single versus multiple channels of electromagnetic brain signals
Artificial Intelligence in Medicine
Blind source separation based on cumulants with time and frequency non-properties
IEEE Transactions on Audio, Speech, and Language Processing
An extension of MISEP for post-nonlinear-linear mixture separation
IEEE Transactions on Circuits and Systems II: Express Briefs
Underdetermined blind source separation based on subspace representation
IEEE Transactions on Signal Processing
Joint blind source separation by multiset canonical correlation analysis
IEEE Transactions on Signal Processing
A template-based isomap algorithm for real-time removal of ocular artifacts from EEG signals
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
Bayesian separation of images modeled with MRFs using MCMC
IEEE Transactions on Image Processing
Learning Deep Architectures for AI
Foundations and Trends® in Machine Learning
A Partitioned Frequency Block Algorithm for Blind Separation in Reverberant Environments
Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009
An eye localization, tracking and blink pattern recognition system: Algorithm and evaluation
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Decomposition Methods for Detailed Analysis of Content in ERP Recordings
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Default-Mode Network Activity Identified by Group 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
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
Rules for information maximization in spiking neurons using intrinsic plasticity
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Autoregressive model of the hippocampal representation of events
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Database retrieval for similar images using ICA and PCA bases
Engineering Applications of Artificial Intelligence
Blind source separation based on self-organizing neural network
Engineering Applications of Artificial Intelligence
Fixed-point neural independent component analysis algorithms on the orthogonal group
Future Generation Computer Systems
An automated palmprint recognition system
Image and Vision Computing
A weighted probabilistic approach to face recognition from multiple images and video sequences
Image and Vision Computing
Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm
Neural Processing Letters
Computational intelligent brain computer interaction and its applications on driving cognition
IEEE Computational Intelligence Magazine
(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
Blind underdetermined mixture identification by joint canonical decomposition of HO cumulants
IEEE Transactions on Signal Processing
On blind separability based on the temporal predictability method
Neural Computation
On model identifiability in analytic postnonlinear ICA
Neurocomputing
Letters: A fast fixed-point algorithm for complexity pursuit
Neurocomputing
Tools for application-driven linear dimension reduction
Neurocomputing
Lattice duality: The origin of probability and entropy
Neurocomputing
Unsupervised learning with stochastic gradient
Neurocomputing
Letters: Gaussian moments for noisy complexity pursuit
Neurocomputing
Adaptive sensory processing for efficient place coding
Neurocomputing
3D audiovisual person tracking using Kalman filtering and information theory
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Hierarchical neuro-fuzzy systems
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
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
A new collusion attack and its performance evaluation
IWDW'02 Proceedings of the 1st international conference on Digital watermarking
IWDW'02 Proceedings of the 1st international conference on Digital watermarking
Independent component analysis minimizing convex divergence
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Spatial independent component analysis of multitask-related activation in fMRI data
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Resolution enhancement in ΣΔ learners for superresolution source separation
IEEE Transactions on Signal Processing
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Shifted independent component analysis
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
Maximization of component disjointness: a criterion for blind source separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Signal separation by integrating adaptive beamforming with blind deconvolution
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Space-time ICA and EM brain signals
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Detection of paroxysmal EEG discharges using multitaper blind signal source separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Fuzzy labeled self-organizing map with kernel-based topographic map formation
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Detection of spatial activation patterns as unsupervised segmentation of fMRI data
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I
EEG activities of dynamic stimulation in VR driving motion simulator
EPCE'07 Proceedings of the 7th international conference on Engineering psychology and cognitive ergonomics
MDA'06/07 Proceedings of the 2007 international conference on Advances in mass data analysis of signals and images in medicine biotechnology and chemistry
Discriminant independent component analysis
IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning
Application of modified ICA to secure communications in chaotic systems
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Blind sources separation algorithm based on adaptive givens rotations
ICNC'09 Proceedings of the 5th international conference on Natural computation
Research of blind images separation algorithm based on Kernel space
ICNC'09 Proceedings of the 5th international conference on Natural computation
Recent progress of the quasientropy approach to signal and image processing
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Determining number of independent sources in undercomplete mixture
EURASIP Journal on Advances in Signal Processing
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
Expert Systems with Applications: An International Journal
Pattern Recognition Letters
Convolutive blind source separation by fourth-order statistics
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Independent component analysis based ring artifact reduction in cone-beam CT images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Optimal linear projections for enhancing desired data statistics
Statistics and Computing
A spiking neuron as information bottleneck
Neural Computation
Independent component analysis for source localization of EEG sleep spindle components
Computational Intelligence and Neuroscience - Special issue on processing of brain signals by using hemodynamic and neuroelectromagnetic modalities
Automatic removal of eye-blink artifacts based on ICA and peak detection algorithm
CAR'10 Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 1
Blind source separation with low frequency compensation for convolutive mixtures
Asilomar'09 Proceedings of the 43rd Asilomar conference on Signals, systems and computers
Information theoretic learning with adaptive kernels
Signal Processing
Complex blind source extraction from noisy mixtures using second-order statistics
IEEE Transactions on Circuits and Systems Part I: Regular Papers
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
An optimum ICA based multiuser data separation for short message service
AST/UCMA/ISA/ACN'10 Proceedings of the 2010 international conference on Advances in computer science and information technology
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
Journal of Computational Neuroscience
Disentanglement of local field potential sources by independent component analysis
Journal of Computational Neuroscience
Twin SVM for gesture classification using the surface electromyogram
IEEE Transactions on Information Technology in Biomedicine - Special section on affective and pervasive computing for healthcare
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
18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis
Information Sciences: an International Journal
Parallel ICA methods for EEG neuroimaging
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Auxiliary-function-based independent component analysis for super-Gaussian sources
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Hybrid channel estimation strategy for MIMO systems with decision feedback equalizer
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
Blind Source Separation Using Quadratic form Innovation
Neural Processing Letters
Hybrid Supervised-Unsupervised Channel Estimation Scheme with Dynamic Transmission of Pilots
Neural Processing Letters
Computer Science - Research and Development
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
A Pre-Filtering and Post-Filtering Approach to Blind Source Separation
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets
EURASIP Journal on Audio, Speech, and Music Processing - Special issue on environmental sound synthesis, processing, and retrieval
The Journal of Machine Learning Research
AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Hybrid ICA-seed-based methods for fMRI functional connectivity assessment: a feasibility study
Journal of Biomedical Imaging
Feature selection by maximum marginal diversity: optimality and implications for visual recognition
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Spatiotemporal analysis of multichannel EEG: CARTOOL
Computational Intelligence and Neuroscience - Special issue on academic software applications for electromagnetic brain mapping using MEG and EEG
A modified method for blind source separation
ACS'06 Proceedings of the 6th WSEAS international conference on Applied computer science
A reference suite design for blind signal separation
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Blind source separation using variable step-size adaptive algorithm in frequency domain
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
SIP'06 Proceedings of the 5th WSEAS international conference on Signal processing
Boosted independent features for face expression recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
A learning framework for blind source separation using generalized eigenvalues
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Post-nonlinear blind source separation using neural networks with sandwiched structure
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Application of blind source separation to time delay estimation in interference environments
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Blind identification and deconvolution for noisy two-input two-output channels
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Stability analysis of multichannel blind deconvolution
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Front end analysis of speech recognition: a review
International Journal of Speech Technology
Anechoic Blind Source Separation Using Wigner Marginals
The Journal of Machine Learning Research
The Indian Buffet Process: An Introduction and Review
The Journal of Machine Learning Research
Pulse component modification detection in spino cerebellar ataxia 2 using ICA
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
What is human? how the analysis of brain dynamics can help to improve and validate driver models
ICDHM'11 Proceedings of the Third international conference on Digital human modeling
Multi-subject dictionary learning to segment an atlas of brain spontaneous activity
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
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
Sparse correlation coefficient for objective image quality assessment
Image Communication
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
First demonstration of a musical emotion BCI
ACII'11 Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II
Journal of Signal Processing Systems
Blind source separation with time series variational Bayes expectation maximization algorithm
Digital Signal Processing
Inferring parameters and structure of latent variable models by variational bayes
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Multivariate information bottleneck
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Expert Systems with Applications: An International Journal
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
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
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
Feature extraction with weighted samples based on independent component analysis
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II
A fixed-point algorithm of topographic ICA
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - 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
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
A cascaded ensemble learning for independent component analysis
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
ICA and committee machine-based algorithm for cursor control in a BCI system
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
Deconvolutive clustering of markov states
ECML'06 Proceedings of the 17th European conference on Machine Learning
Appearance-Based gait recognition using independent component analysis
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
An online blind source separation for convolutive acoustic signals in frequency-domain
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Quantitative EEG evaluation of multimedia intervention program for ADHD children
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
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
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
A hybrid approach to speaker recognition in multi-speaker environment
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
Measuring statistical dependence with hilbert-schmidt norms
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
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
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
A gradient rule for the plasticity of a neuron’s intrinsic excitability
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
ANN-Based system for sorting spike waveforms employing refractory periods
ICANN'05 Proceedings of the 15th international conference on Artificial Neural Networks: biological Inspirations - Volume Part I
Higher-Order feature extraction of non-gaussian acoustic signals using GGM-Based ICA
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Multichannel classification of single EEG trials with independent component analysis
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Archetypal analysis for machine learning and data mining
Neurocomputing
Kernel discriminant analysis for regression problems
Pattern Recognition
Statistical processes monitoring based on improved ICA and SVDD
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
Detection of moving objects by independent component analysis
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Model structure selection in convolutive mixtures
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
An EM method for spatio-temporal blind source separation using an AR-MOG source model
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
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
Recursive generalized eigendecomposition for independent component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A canonical genetic algorithm for blind inversion of linear channels
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Blind signal separation on real data: tracking and implementation
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Source separation of astrophysical ice mixtures
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
Estimating the spatial position of spectral components in audio
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
Facial expression recognition by ICA with selective prior
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
Novel nonlinear signals separation of optimized entropy based on adaptive natural gradient learning
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Continuous speech recognition based on ICA and geometrical learning
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Multi-level independent component analysis
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
An novel algorithm for blind source separation with unknown sources number
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
Multichannel blind deconvolution using a novel filter decomposition method
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Independent component analysis applied to voice activity detection
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I
Cross-talk induces bifurcations in nonlinear models of synaptic plasticity
Neural Computation
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
Segmentation of MR images using independent component analysis
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Independent subspace analysis on innovations
ECML'05 Proceedings of the 16th European conference on Machine Learning
Resolving permutation ambiguity in correlation-based blind image separation
Pattern Recognition Letters
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
Blind extraction of singularly mixed source signals
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - 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
A new approach to clustering and object detection with 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
Bayesian independent component analysis with prior constraints: an application in biosignal analysis
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Applications of second order blind identification to high-density EEG-Based brain imaging: a review
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
Clustering of signals using incomplete independent component analysis
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
CVBIA'05 Proceedings of the First international conference on Computer Vision for Biomedical Image Applications
Functional connectivity in the resting brain: an analysis based on ICA
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
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
Blind separation of digital signal sources in noise circumstance
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Underdetermined blind separation of speech signals with delays in different time-frequency domains
Nonlinear Speech Modeling and Applications
Classification of bio-data with small data set using additive factor model and SVM
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Blind channel deconvolution of real world signals using source separation techniques
NOLISP'05 Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing
Auxiliary variational information maximization for dimensionality reduction
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram
Journal of Medical Systems
Hybrid linear and nonlinear complexity pursuit for blind source separation
Journal of Computational and Applied Mathematics
Extracting multisource brain activity from a single electromagnetic channel
Artificial Intelligence in Medicine
A method for detection of Alzheimer's disease using ICA-enhanced EEG measurements
Artificial Intelligence in Medicine
Hippocampal involvement in processing of indistinct visual motion stimuli
Journal of Cognitive Neuroscience
Nonspatial cueing of tactile stm causes shift of spatial attention
Journal of Cognitive Neuroscience
Survey: Reservoir computing approaches to recurrent neural network training
Computer Science Review
Computers & Mathematics with Applications
Classification of primitive shapes using brain-computer interfaces
Computer-Aided Design
Journal of Intelligent Manufacturing
The small sample size problem of ICA: A comparative study and analysis
Pattern Recognition
CUDAICA: GPU optimization of infomax-ICA EEG analysis
Computational Intelligence and Neuroscience - Special issue on Advanced Computational Techniques and Tools for Neuroscience
Uniqueness of linear factorizations into independent subspaces
Journal of Multivariate Analysis
EOG artifact removal using a wavelet neural network
Neurocomputing
Computer Methods and Programs in Biomedicine
Neural Computation
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Dreaming of mathematical neuroscience for half a century
Neural Networks
Identifying shifted double JPEG compression artifacts for non-intrusive digital image forensics
CVM'12 Proceedings of the First international conference on Computational Visual Media
Activation detection on fMRI time series using hidden Markov model
Advances in Artificial Neural Systems - Special issue on Advances in Unsupervised Learning Techniques Applied to Biosciences and Medicine
Computers in Biology and Medicine
Fusion of facial expressions and EEG for implicit affective tagging
Image and Vision Computing
Euro-Par'12 Proceedings of the 18th international conference on Parallel processing workshops
Generalization of linear discriminant analysis using Lp-norm
Pattern Recognition Letters
Predicting mobile call behavior via subspace methods
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
A self-organized neural comparator
Neural Computation
The Journal of Machine Learning Research
Learning from M/EEG data with variable brain activation delays
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Detection of overlapped speech using lapel microphones in meeting
Speech Communication
Blind separation of non-stationary sources using continuous density hidden Markov models
Digital Signal Processing
Information estimators for weighted observations
Neural Networks
Wavelet and Unsupervised Learning Techniques for Experimental Biomedical Data Processing
International Journal of Measurement Technologies and Instrumentation Engineering
Smoke Detection in Video: An Image Separation Approach
International Journal of Computer Vision
| Hi-index | 0.03 |
We derive a new self-organizing learning algorithm thatmaximizes the information transferred in a network of nonlinearunits. The algorithm does not assume any knowledge of the inputdistributions, and is defined here for the zero-noise limit. Underthese conditions, information maximization has extra properties notfound in the linear case (Linsker 1989). The nonlinearities in thetransfer function are able to pick up higher-order moments of theinput distributions and perform something akin to true redundancyreduction between units in the output representation. This enablesthe network to separate statistically independent components in theinputs: a higher-order generalization of principal componentsanalysis. We apply the network to the source separation (orcocktail party) problem, successfully separating unknown mixturesof up to 10 speakers. We also show that a variant on the networkarchitecture is able to perform blind deconvolution (cancellationof unknown echoes and reverberation in a speech signal). Finally,we derive dependencies of information transfer on time delays. Wesuggest that information maximization provides a unifying frameworkfor problems in "blind" signal processing.