Andrzej Cichocki
Andrzej Cichocki was born in Poland. He
received the M.S. (with honors), Ph.D. and
Habilitate Doctorate (Dr.Sc.) degrees, all
in electrical engineering, from the Warsaw
University of Technology (Poland) in
1972, 1975, and 1982, respectively. He is the
coauthor of three international and successful
books (two of them translated to Chinese):
Adaptive Blind Signal and Image Processing
(John Wiley, 2002) MOS Switched-Capacitor and Continuous-Time Integrated Circuits and Systems,
(Springer-Verlag, 1989) and Neural Networks for Optimization and
Signal Processing (J. Wiley and Teubner Verlag, 1993/1994) and
author or coauthor of more than three hundreds papers. He is
Editor-in-Chief of Journal of Computational Intelligence and Neuroscience
and Associate Editor of IEEE Transactions onNeuralNetworks.
Since 1997 he is the head of the laboratory for Advanced
Brain Signal Processing in the Riken Brain Science Institute, Japan.
Biography Updated on 23 August 2006
Articles in Scholarly Journals [Incomplete List]
- Estimate of Causality Between Independent Cortical Spatial Patterns During Movement Volition in Spinal Cord Injured Patients
Brain Topography, vol. 19, no. 3, pp. 107–123, 2007 - Extracting Information from Cortical Connectivity Patterns Estimated from High Resolution EEG Recordings: A Theoretical Graph Approach
Brain Topography, vol. 19, no. 3, pp. 125–136, 2007 - Algorithms with high order convergence speed for blind source extraction
Computational Optimization and Applications, vol. 38, no. 1, pp. 123–131, 2007 - Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy
The Journal of VLSI Signal Processing Systems for Signal, Image, and Video Technology, vol. 48, no. 1-2, pp. 83–97, 2007 - Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support
International Congress Series, vol. 1301, pp. 266–269, 2007 - Speech comprehension assessed by electroencephalography with m-sequence technique?
International Congress Series, vol. 1301, pp. 83–86, 2007 - Speech comprehension assessed by electroencephalography: A new method using m-sequence modulation
Neuroscience Research, vol. 57, no. 2, pp. 314–318, 2007 - Bayesian estimation of the number of principal components
Signal Processing, vol. 87, no. 3, pp. 562–568, 2007 - Nonnegative matrix factorization with constrained second-order optimization
Signal Processing, vol. 87, no. 8, pp. 1904–1916, 2007 - Erratum for ‘Multilayer nonnegative matrix factorisation’
Electronics Letters, vol. 43, no. 7, p. 425, 2007 - Blind source extraction based on a linear predictor
IET Signal Processing, vol. 1, no. 1, p. 29, 2007 - Techniques for early detection of Alzheimer's disease using spontaneous EEG recordings
Physiological Measurement, vol. 28, no. 4, pp. 335–347, 2007 - NONNEGATIVE TENSOR FACTORIZATION FOR CONTINUOUS EEG CLASSIFICATION
International Journal of Neural Systems, vol. 17, no. 04, p. 305, 2007 - Statistical Modeling and Analysis of Laser-Evoked Potentials of Electrocorticogram Recordings from Awake Humans
Computational Intelligence and Neuroscience, vol. 2007, Article ID 10479, 24 pages, 2007 - Robust Sparse Component Analysis Based on a Generalized Hough Transform
EURASIP Journal on Advances in Signal Processing, vol. 2007, Article ID 52105, 13 pages, 2007 - Advances in Blind Source Separation
EURASIP Journal on Advances in Signal Processing, vol. 2007, Article ID 57314, 3 pages, 2007 - Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications
Computational Intelligence and Neuroscience, vol. 2007, Article ID 62637, 2 pages, 2007 - Novel Features for Brain-Computer Interfaces
Computational Intelligence and Neuroscience, vol. 2007, Article ID 82827, 7 pages, 2007 - Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm
Computational Intelligence and Neuroscience, vol. 2007, Article ID 94561, 9 pages, 2007 - EEG/MEG Signal Processing
Computational Intelligence and Neuroscience, vol. 2007, Article ID 97026, 2 pages, 2007 - Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals
IEEE Transactions on Signal Processing, vol. 55, no. 3, pp. 962–977, 2007 - 1,111 Patients with Adrenal Incidentalomas Observed at a Single Endocrinological Center: Incidence of Chromaffin Tumors
Annals of the New York Academy of Sciences, vol. 1073, no. 1, pp. 38–46, 2006 - Blind Estimation of Channel Parameters and Source Components for EEG Signals: A Sparse Factorization Approach
IEEE Transactions on Neural Networks, vol. 17, no. 2, pp. 419–431, 2006 - Underdetermined Blind Source Separation Based on Sparse Representation
IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 423–437, 2006 - Sequential Blind Source Separation Based Exclusively on Second-Order Statistics Developed for a Class of Periodic Signals
IEEE Transactions on Signal Processing, vol. 54, no. 3, pp. 1028–1040, 2006 - Removal of Ballistocardiogram Artifacts From Simultaneously Recorded EEG and fMRI Data Using Independent Component Analysis
IEEE Transactions on Biomedical Engineering, vol. 53, no. 7, pp. 1294–1308, 2006 - A Near Real-Time Approach for Convolutive Blind Source Separation
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 53, no. 1, pp. 114–128, 2006 - Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures
IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 53, no. 9, pp. 931–935, 2006 - Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation
IEEE Transactions on Information Theory, vol. 52, no. 7, pp. 3139–3152, 2006 - Multilayer nonnegative matrix factorisation
Electronics Letters, vol. 42, no. 16, p. 947, 2006 - Constrained Projection Approximation Algorithms for Principal Component Analysis
Neural Processing Letters, vol. 24, no. 1, pp. 53–65, 2006 - EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease
Clinical Neurophysiology, vol. 116, no. 3, pp. 729–737, 2005 - Combining the extremities on the basis of separation: a new approach to EEG/ERP source localization
International Congress Series, vol. 1278, pp. 119–122, 2005 - Non-negative matrix factorization and its application in blind sparse source separation with less sensors than sources
COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol. 24, no. 2, pp. 695–706, 2005 - Sparse Component Analysis and Blind Source Separation of Underdetermined Mixtures
IEEE Transactions on Neural Networks, vol. 16, no. 4, pp. 992–996, 2005 - Stereophonic Noise Reduction Using a Combined Sliding Subspace Projection and Adaptive Signal Enhancement
IEEE Transactions on Speech and Audio Processing, vol. 13, no. 3, pp. 309–320, 2005 - Analysis of Sparse Representation and Blind Source Separation
Neural Computation, vol. 16, no. 6, pp. 1193–1234, 2004 - Multichannel Blind Deconvolution of Nonminimum-Phase Systems Using Filter Decomposition
IEEE Transactions on Signal Processing, vol. 52, no. 5, pp. 1430–1442, 2004 - Blind Source Extraction From Convolutive Mixtures in Ill-Conditioned Multi-Input Multi-Output Channels
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 51, no. 9, pp. 1814–1822, 2004 - Self-Adaptive Blind Source Separation Based on Activation Functions Adaptation
IEEE Transactions on Neural Networks, vol. 15, no. 2, pp. 233–244, 2004 - From Blind Signal Extraction to Blind Instantaneous Signal Separation: Criteria, Algorithms, and Stability
IEEE Transactions on Neural Networks, vol. 15, no. 4, pp. 859–873, 2004 - Guest Editorial Special Issue on Information Theoretic Learning
IEEE Transactions on Neural Networks, vol. 15, no. 4, pp. 789–791, 2004 - Providing Transactional Properties for Migrating Workflows
Mobile Networks and Applications, vol. 9, no. 5, pp. 473–480, 2004 - Blind source estimation of FIR channels for binary sources: a grouping decision approach
Signal Processing, vol. 84, no. 12, pp. 2245–2263, 2004 - Second-order statistics based blind source separation using a bank of subband filters
Digital Signal Processing, vol. 13, no. 2, pp. 252–274, 2003 - A robust approach to independent component analysis of signals with high-level noise measurements
IEEE Transactions on Neural Networks, vol. 14, no. 3, pp. 631–645, 2003 - International Journal of Cooperative Information Systems, vol. 11, no. 1 & 2, p. 145, 2002
- Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization
Neurocomputing, vol. 49, no. 1-4, pp. 255–277, 2002 - Robust blind source separation algorithms using cumulants
Neurocomputing, vol. 49, no. 1-4, pp. 87–118, 2002 - Equivariant nonstationary source separation
Neural Networks, vol. 15, no. 1, pp. 121–130, 2002 - The Journal of VLSI Signal Processing, vol. 31, no. 1, pp. 31–44, 2002
- Information Systems Frontiers, vol. 4, no. 1, pp. 33–54, 2002
- The Journal of VLSI Signal Processing, vol. 32, no. 1/2, pp. 93–104, 2002
- Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis
Biological Cybernetics, vol. 86, no. 4, pp. 293–303, 2002 - On a new blind signal extraction algorithm: different criteria and stability analysis
IEEE Signal Processing Letters, vol. 9, no. 8, pp. 233–236, 2002 - Noise reduction in brain evoked potentials based on third-order correlations
IEEE Transactions on Biomedical Engineering, vol. 48, no. 5, pp. 501–512, 2001 - Blind equalisation using approximate maximum likelihood source separation
Electronics Letters, vol. 37, no. 1, p. 61, 2001 - Algebraic differential decorrelation for nonstationary source separation
Electronics Letters, vol. 37, no. 23, p. 1414, 2001 - Segmentation and tracking of the electro-encephalogram signal using an adaptive recursive bandpass filter
Medical & Biological Engineering & Computing, vol. 39, no. 2, pp. 237–248, 2001 - Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression
Neural Computing & Applications, vol. 10, no. 3, pp. 231–243, 2001 - Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal
Digital Signal Processing, vol. 11, no. 3, pp. 204–221, 2001 - Cushing's syndrome in a 16-year-old girl due to ectopic ACTH precursor production from a pancreatic tumour
Clinical Endocrinology, vol. 55, no. 4, pp. 558–559, 2001 - Semiparametric model and superefficiency in blind deconvolution
Signal Processing, vol. 81, no. 12, pp. 2535–2553, 2001 - Extraction of Specific Signals with Temporal Structure
Neural Computation, vol. 13, no. 9, pp. 1995–2003, 2001 - Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation
Neural Computation, vol. 12, no. 6, pp. 1463–1484, 2000 - Experimental designs applied to hydrothermal synthesis of zeolite ERI+OFF (T) in the Na2O–K2O–Al2O3–SiO2–H2O system Part 3. Mathematical models and geometrical forms of the relationship between product properties and synthesis parameters: an attempt to optimize synthesis conditions
Microporous and Mesoporous Materials, vol. 41, no. 1-3, pp. 241–251, 2000 - The Journal of VLSI Signal Processing, vol. 26, no. 1/2, pp. 25–38, 2000
- Neural Processing Letters, vol. 12, no. 1, pp. 91–98, 2000
- Blind separation of nonstationary sources in noisy mixtures
Electronics Letters, vol. 36, no. 9, p. 848, 2000 - Robust whitening procedure in blind source separation context
Electronics Letters, vol. 36, no. 24, p. 2050, 2000 - Adaptive neural networks for robust estimation of signal parameters
COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, vol. 19, no. 3, pp. 903–912, 2000 - An iterative inversion approach to blind source separation
IEEE Transactions on Neural Networks, vol. 11, no. 6, pp. 1423–1437, 2000 - Self-whitening algorithms for adaptive equalization and deconvolution
IEEE Transactions on Signal Processing, vol. 47, no. 4, pp. 1161–1165, 1999 - Natural gradient algorithm for blind separation of overdetermined mixture with additive noise
IEEE Signal Processing Letters, vol. 6, no. 11, pp. 293–295, 1999 - Hybrid learning approach to blind deconvolution of linear MIMO systems
Electronics Letters, vol. 35, no. 17, p. 1429, 1999 - Neural networks for blind separation with unknown number of sources
Neurocomputing, vol. 24, no. 1-3, pp. 55–93, 1999 - Experimental designs applied to hydrothermal synthesis of zeolite ERI+OFF(T) in the Na2O–K2O–Al2O3–SiO2–H2O system Part 2. Regular study
Microporous and Mesoporous Materials, vol. 29, no. 3, pp. 369–382, 1999 - Managing process and service fusion in virtual enterprises
Information Systems, vol. 24, no. 6, pp. 429–456, 1999 - Learning in dynamic neural networks using signal flow graphs
International Journal of Circuit Theory and Applications, vol. 27, no. 2, pp. 209–228, 1999 - Robust techniques for independent component analysis (ICA) with noisy data
Neurocomputing, vol. 22, no. 1-3, pp. 113–129, 1998 - Information-theoretic approach to blind separation of sources in non-linear mixture
Signal Processing, vol. 64, no. 3, pp. 291–300, 1998 - Neural Processing Letters, vol. 7, no. 2, pp. 61–68, 1998
- Cascade neural networks for multichannel blind deconvolution
Electronics Letters, vol. 34, no. 12, p. 1186, 1998 - Bias removal technique for blind source separation with noisy measurements
Electronics Letters, vol. 34, no. 14, p. 1379, 1998 - A common neural-network model for unsupervised exploratory data analysis and independent component analysis
IEEE Transactions on Neural Networks, vol. 9, no. 6, pp. 1495–1501, 1998 - Adaptive blind signal processing-neural network approaches
Proceedings of the IEEE, vol. 86, no. 10, pp. 2026–2048, 1998 - On-Line Step-Size Selection for Training of Adaptive Systems
IEEE Signal Processing Magazine, vol. 14, no. 6, pp. 45–46, 1997 - Neural networks for blind decorrelation of signals
IEEE Transactions on Signal Processing, vol. 45, no. 11, pp. 2829–2842, 1997 - Sequential blind signal extraction in order specified by stochastic properties
Electronics Letters, vol. 33, no. 1, p. 64, 1997 - Experimental designs applied to hydrothermal synthesis of zeolite ERI + OFF (T) in the NaO-KO-AlO-SiO-HO system. Part 1. Diagnostic study
Zeolites, vol. 18, no. 1, pp. 25–32, 1997 - A Minor Component Analysis Algorithm
Neural Networks, vol. 10, no. 2, pp. 291–297, 1997 - Stability Analysis of Learning Algorithms for Blind Source Separation
Neural Networks, vol. 10, no. 8, pp. 1345–1351, 1997 - Modified Herault–Jutten Algorithms for Blind Separation of Sources
Digital Signal Processing, vol. 7, no. 2, pp. 80–93, 1997 - Blind source separation with convolutive noise cancellation
Neural Computing & Applications, vol. 6, no. 3, pp. 127–141, 1997 - InfoSleuth
ACM SIGMOD Record, vol. 26, no. 2, pp. 195–206, 1997 - The InfoSleuth Project
ACM SIGMOD Record, vol. 26, no. 2, pp. 543–545, 1997 - Bounding the effects of compensation under relaxed multi-level serializability
Distributed and Parallel Databases, vol. 4, no. 4, pp. 355–374, 1996 - A new neural network for solving linear programming problems
European Journal of Operational Research, vol. 93, no. 2, pp. 244–256, 1996 - Robust image association by recurrent neural subnetworks
Neural Processing Letters, vol. 3, no. 3, pp. 131–138, 1996 - Fast-convergence filtered regressor algorithms for blind equalisation
Electronics Letters, vol. 32, no. 23, p. 2114, 1996 - Robust neural networks with on-line learning for blind identification and blind separation of sources
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 43, no. 11, pp. 894–906, 1996 - Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction
Neurocomputing, vol. 8, no. 1, pp. 7–41, 1995 - Robust learning algorithm for blind separation of signals
Electronics Letters, vol. 30, no. 17, p. 1386, 1994 - Artificial neural networks for real-time estimation of basic waveforms of voltages and currents
IEEE Transactions on Power Systems, vol. 9, no. 2, pp. 612–618, 1994 - Simplified neural networks for solving linear least squares and total least squares problems in real time
IEEE Transactions on Neural Networks, vol. 5, no. 6, pp. 910–923, 1994 - Neural networks for real-time estimation of the basic waveforms of voltages and currents encountered in power systems
International Journal of Electronics, vol. 74, no. 2, pp. 307–318, 1993 - Robust estimation of principal components by using neural network learning algorithms
Electronics Letters, vol. 29, no. 21, p. 1869, 1993 - Neural network for singular value decomposition
Electronics Letters, vol. 28, no. 8, p. 784, 1992 - New learning algorithm for blind separation of sources
Electronics Letters, vol. 28, no. 21, p. 1986, 1992 - Neural networks for computing eigenvalues and eigenvectors
Biological Cybernetics, vol. 68, no. 2, pp. 155–164, 1992 - Neural networks for solving systems of linear equations and related problems
IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol. 39, no. 2, pp. 124–138, 1992 - Switched-capacitor transducers with digital or duty-cycle output based on pulse-width modulation technique
International Journal of Electronics, vol. 71, no. 2, pp. 265–278, 1991 - Switched-capacitor neural networks for differential optimization
International Journal of Circuit Theory and Applications, vol. 19, no. 2, pp. 161–187, 1991 - Winner-take-all neural network and its application to minimax optimisation problems
Electronics Letters, vol. 27, no. 22, p. 2026, 1991 - Hydrothermal synthesis of zeolites in the NaO-KO-AlO-SiO-HO system. Part 1. The effect of the silicon module and of the alkali glass corrosion
Zeolites, vol. 11, no. 8, pp. 758–766, 1991 - Synthesis and characterization of boralites with the MFI structure
Zeolites, vol. 10, no. 6, pp. 577–582, 1990 - Release of boron during conversion of MFI boralite to ammonium and hydrogen forms
Zeolites, vol. 10, no. 6, pp. 583–587, 1990 - New analogue four-quadrant voltage divider
Electronics Letters, vol. 26, no. 19, p. 1580, 1990 - Appllication of switched-capacitor self-oscillating circuits to the conversion of RLC parameters into a frequency or digital signal
Sensors and Actuators A: Physical, vol. 24, no. 2, pp. 129–137, 1990 - A switched-capacitor interface for capacitive sensors based on relaxation oscillators
IEEE Transactions on Instrumentation and Measurement, vol. 39, no. 5, pp. 797–799, 1990 - Technique for compensation of errors in analogue multipliers
Electronics Letters, vol. 25, no. 5, p. 305, 1989 - Monolithic MOS switched-capacitor microsystems for nonlinear analog signal processing
IEEE Transactions on Instrumentation and Measurement, vol. 37, no. 1, pp. 18–24, 1988 - Switched-capacitor function generators
International Journal of Electronics, vol. 64, no. 3, pp. 359–375, 1988 - Realization of arbitrary linear resistive multiports using a switched-capacitor technique
International Journal of Electronics, vol. 60, no. 4, pp. 463–480, 1986 - MOS SC microsystem for generating trigonometrical functions and their inverses
Electronics Letters, vol. 22, no. 20, p. 1056, 1986 - The explicit inverses of general tridiagonal matrices and some applications
Archiv für Elektrotechnik, vol. 69, no. 4, pp. 255–260, 1986 - Novel switched-capacitor generalised integrator
Electronics Letters, vol. 21, no. 4, p. 158, 1985 - Nested-feedback-loops realization of 2-D systems
Circuits, Systems, and Signal Processing, vol. 1, no. 3-4, pp. 321–343, 1982 - Synthesis of nonlinear functions using continued fraction expansion
Electronics Letters, vol. 16, no. 11, p. 431, 1980 - Synthesis ofn-port networks by a matrix-continuant
International Journal of Circuit Theory and Applications, vol. 7, no. 1, pp. 77–86, 1979 - Synthesis of active RC multiport voltage transfer functions with reduced number of operational amplifiers
Electronics Letters, vol. 14, no. 20, p. 665, 1978 - Synthesis of rational transfer matrices with active RC networks using equal valued grounded capacitors
International Journal of Electronics, vol. 42, no. 3, pp. 229–239, 1977 - Analysis of cascade connection of nonalike 2-ports
IEEE Transactions on Circuits and Systems, vol. 24, no. 5, pp. 275–277, 1977 - Synthesis of an arbitrary voltage transfer function
International Journal of Electronics, vol. 41, no. 1, pp. 73–80, 1976