Andrzej CICHOCKI


Reference Signal Based Tensor Product Expansion for EOG-Related Artifact Separation in EEG
Akitoshi ITAI Arao FUNASE Andrzej CICHOCKI Hiroshi YASUKAWA 
Publication:   
Publication Date: 2017/11/01
Vol. E100-A  No. 11  pp. 2230-2237
Type of Manuscript:  Special Section PAPER (Special Section on Smart Multimedia & Communication Systems)
Category: Digital Signal Processing
Keyword: 
denoisingtensor product expansionEEGsaccadeEOG
 Summary | Full Text:PDF(1.4MB)

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
Andrzej CICHOCKI Anh-Huy PHAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/03/01
Vol. E92-A  No. 3  pp. 708-721
Type of Manuscript:  INVITED PAPER (Special Section on Latest Advances in Fundamental Theories of Signal Processing)
Category: 
Keyword: 
nonnegative matrix factorization (NMF)nonnegative tensor factorizations (NTF)nonnegative PARAFACmodel reductionfeature extractioncompressiondenoisingmultiplicative local learning (adaptive) algorithmsalpha and beta divergences
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Global Signal Elimination and Local Signals Enhancement from EM Radiation Waves Using Independent Component Analysis
Motoaki MOURI Arao FUNASE Andrzej CICHOCKI Ichi TAKUMI Hiroshi YASUKAWA Masayasu HATA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/08/01
Vol. E91-A  No. 8  pp. 1875-1882
Type of Manuscript:  Special Section PAPER (Special Section on Signal Processing)
Category: 
Keyword: 
ICAelectromagnetic wavedenoisingsignals enhancementearthquake prediction
 Summary | Full Text:PDF(771.1KB)

Blind Source Separation Algorithms with Matrix Constraints
Andrzej CICHOCKI Pando GEORGIEV 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/03/01
Vol. E86-A  No. 3  pp. 522-531
Type of Manuscript:  INVITED PAPER (Special Section on Blind Signal Processing: Independent Component Analysis and Signal Separation)
Category: Constant Systems
Keyword: 
blind sources separationindependent component analysis with matrix constraintsnon-negative blind source separation
 Summary | Full Text:PDF(1.2MB)

Blind Separation and Extraction of Binary Sources
Yuanqing LI Andrzej CICHOCKI Liqing ZHANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/03/01
Vol. E86-A  No. 3  pp. 580-589
Type of Manuscript:  Special Section PAPER (Special Section on Blind Signal Processing: Independent Component Analysis and Signal Separation)
Category: Constant Systems
Keyword: 
blind separationblind extractionsolvability conditionsclusternoise
 Summary | Full Text:PDF(399KB)

Robust Independent Component Analysis via Time-Delayed Cumulant Functions
Pando GEORGIEV Andrzej CICHOCKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/03/01
Vol. E86-A  No. 3  pp. 573-579
Type of Manuscript:  Special Section PAPER (Special Section on Blind Signal Processing: Independent Component Analysis and Signal Separation)
Category: Constant Systems
Keyword: 
independent component analysisblind source separationeigenvalue decompositioncumulant functionsjoin diagonalization
 Summary | Full Text:PDF(402.1KB)

Approximate Maximum Likelihood Source Separation Using the Natural Gradient
Seungjin CHOI Andrzej CICHOCKI Liqing ZHANG Shun-ichi AMARI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/01/01
Vol. E86-A  No. 1  pp. 198-205
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
independent component analysismaximum likelihood estimationnatural gradientsource separationoverdetermined mixtures
 Summary | Full Text:PDF(431.8KB)

Natural Gradient Learning for Spatio-Temporal Decorrelation: Recurrent Network
Seungjin CHOI Shunichi AMARI Andrzej CICHOCKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/12/25
Vol. E83-A  No. 12  pp. 2715-2722
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
adaptive decorrelationHebbian learningnatural gradientrecurrent networkspatio-temporal processing
 Summary | Full Text:PDF(595.8KB)

Single-Trial Magnetoencephalographic Data Decomposition and Localization Based on Independent Component Analysis Approach
Jianting CAO Noboru MURATA Shun-ichi AMARI Andrzej CICHOCKI Tsunehiro TAKEDA Hiroshi ENDO Nobuyoshi HARADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/09/25
Vol. E83-A  No. 9  pp. 1757-1766
Type of Manuscript:  PAPER
Category: Nonlinear Problems
Keyword: 
magnetoencephalographyphantom experimentssingle-trial data analysisindependent component analysisindividual source decomposition and localization
 Summary | Full Text:PDF(10.1MB)

Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Signals -- A Neural Network Approach
Ruck THAWONMAS Andrzej CICHOCKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/09/25
Vol. E82-A  No. 9  pp. 1834-1844
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
blind source separation and extractionneural networkon-line adaptive algorithms
 Summary | Full Text:PDF(693.2KB)

A Cascade Neural Network for Blind Signal Extraction without Spurious Equilibria
Ruck THAWONMAS Andrzej CICHOCKI Shun-ichi AMARI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1998/09/25
Vol. E81-A  No. 9  pp. 1833-1846
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: Neural Networks
Keyword: 
blind source separation and extractionneural networkson-line adaptive algorithms
 Summary | Full Text:PDF(1.2MB)

Neural Network Models for Blind Separation of Time Delayed and Convolved Signals
Andrzej CICHOCKI Shun-ichi AMARI Jianting CAO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1997/09/25
Vol. E80-A  No. 9  pp. 1595-1603
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
blind sources separation and deconvolutionneural networkson-line adaptive algorithms
 Summary | Full Text:PDF(641.6KB)

Image Associative Memory by Recurrent Neural Subnetworks
Wfadysfaw SKARBEK Andrzej CICHOCKI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1996/10/25
Vol. E79-A  No. 10  pp. 1638-1646
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications (NOLTA))
Category: Neural Nets and Human Being
Keyword: 
recurrent neural networksassociative memoryimage compressionfractals
 Summary | Full Text:PDF(939.1KB)