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]

  1. 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
  2. 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
  3. Algorithms with high order convergence speed for blind source extraction
    Computational Optimization and Applications, vol. 38, no. 1, pp. 123–131, 2007
  4. 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
  5. Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support
    International Congress Series, vol. 1301, pp. 266–269, 2007
  6. Speech comprehension assessed by electroencephalography with m-sequence technique?
    International Congress Series, vol. 1301, pp. 83–86, 2007
  7. Speech comprehension assessed by electroencephalography: A new method using m-sequence modulation
    Neuroscience Research, vol. 57, no. 2, pp. 314–318, 2007
  8. Bayesian estimation of the number of principal components
    Signal Processing, vol. 87, no. 3, pp. 562–568, 2007
  9. Nonnegative matrix factorization with constrained second-order optimization
    Signal Processing, vol. 87, no. 8, pp. 1904–1916, 2007
  10. Erratum for ‘Multilayer nonnegative matrix factorisation’
    Electronics Letters, vol. 43, no. 7, p. 425, 2007
  11. Blind source extraction based on a linear predictor
    IET Signal Processing, vol. 1, no. 1, p. 29, 2007
  12. Techniques for early detection of Alzheimer's disease using spontaneous EEG recordings
    Physiological Measurement, vol. 28, no. 4, pp. 335–347, 2007
  13. NONNEGATIVE TENSOR FACTORIZATION FOR CONTINUOUS EEG CLASSIFICATION
    International Journal of Neural Systems, vol. 17, no. 04, p. 305, 2007
  14. 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
  15. 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
  16. Advances in Blind Source Separation
    EURASIP Journal on Advances in Signal Processing, vol. 2007, Article ID 57314, 3 pages, 2007
  17. Brain-Computer Interfaces: Towards Practical Implementations and Potential Applications
    Computational Intelligence and Neuroscience, vol. 2007, Article ID 62637, 2 pages, 2007
  18. Novel Features for Brain-Computer Interfaces
    Computational Intelligence and Neuroscience, vol. 2007, Article ID 82827, 7 pages, 2007
  19. Fully Online Multicommand Brain-Computer Interface with Visual Neurofeedback Using SSVEP Paradigm
    Computational Intelligence and Neuroscience, vol. 2007, Article ID 94561, 9 pages, 2007
  20. EEG/MEG Signal Processing
    Computational Intelligence and Neuroscience, vol. 2007, Article ID 97026, 2 pages, 2007
  21. 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
  22. 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
  23. 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
  24. Underdetermined Blind Source Separation Based on Sparse Representation
    IEEE Transactions on Signal Processing, vol. 54, no. 2, pp. 423–437, 2006
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. Multilayer nonnegative matrix factorisation
    Electronics Letters, vol. 42, no. 16, p. 947, 2006
  31. Constrained Projection Approximation Algorithms for Principal Component Analysis
    Neural Processing Letters, vol. 24, no. 1, pp. 53–65, 2006
  32. 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
  33. 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
  34. 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
  35. Sparse Component Analysis and Blind Source Separation of Underdetermined Mixtures
    IEEE Transactions on Neural Networks, vol. 16, no. 4, pp. 992–996, 2005
  36. 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
  37. Analysis of Sparse Representation and Blind Source Separation
    Neural Computation, vol. 16, no. 6, pp. 1193–1234, 2004
  38. Multichannel Blind Deconvolution of Nonminimum-Phase Systems Using Filter Decomposition
    IEEE Transactions on Signal Processing, vol. 52, no. 5, pp. 1430–1442, 2004
  39. 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
  40. Self-Adaptive Blind Source Separation Based on Activation Functions Adaptation
    IEEE Transactions on Neural Networks, vol. 15, no. 2, pp. 233–244, 2004
  41. 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
  42. Guest Editorial Special Issue on Information Theoretic Learning
    IEEE Transactions on Neural Networks, vol. 15, no. 4, pp. 789–791, 2004
  43. Providing Transactional Properties for Migrating Workflows
    Mobile Networks and Applications, vol. 9, no. 5, pp. 473–480, 2004
  44. Blind source estimation of FIR channels for binary sources: a grouping decision approach
    Signal Processing, vol. 84, no. 12, pp. 2245–2263, 2004
  45. Second-order statistics based blind source separation using a bank of subband filters
    Digital Signal Processing, vol. 13, no. 2, pp. 252–274, 2003
  46. 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
  47. International Journal of Cooperative Information Systems, vol. 11, no. 1 & 2, p. 145, 2002
  48. 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
  49. Robust blind source separation algorithms using cumulants
    Neurocomputing, vol. 49, no. 1-4, pp. 87–118, 2002
  50. Equivariant nonstationary source separation
    Neural Networks, vol. 15, no. 1, pp. 121–130, 2002
  51. The Journal of VLSI Signal Processing, vol. 31, no. 1, pp. 31–44, 2002
  52. Information Systems Frontiers, vol. 4, no. 1, pp. 33–54, 2002
  53. The Journal of VLSI Signal Processing, vol. 32, no. 1/2, pp. 93–104, 2002
  54. 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
  55. On a new blind signal extraction algorithm: different criteria and stability analysis
    IEEE Signal Processing Letters, vol. 9, no. 8, pp. 233–236, 2002
  56. Noise reduction in brain evoked potentials based on third-order correlations
    IEEE Transactions on Biomedical Engineering, vol. 48, no. 5, pp. 501–512, 2001
  57. Blind equalisation using approximate maximum likelihood source separation
    Electronics Letters, vol. 37, no. 1, p. 61, 2001
  58. Algebraic differential decorrelation for nonstationary source separation
    Electronics Letters, vol. 37, no. 23, p. 1414, 2001
  59. 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
  60. Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression
    Neural Computing & Applications, vol. 10, no. 3, pp. 231–243, 2001
  61. 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
  62. 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
  63. Semiparametric model and superefficiency in blind deconvolution
    Signal Processing, vol. 81, no. 12, pp. 2535–2553, 2001
  64. Extraction of Specific Signals with Temporal Structure
    Neural Computation, vol. 13, no. 9, pp. 1995–2003, 2001
  65. Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation
    Neural Computation, vol. 12, no. 6, pp. 1463–1484, 2000
  66. 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
  67. The Journal of VLSI Signal Processing, vol. 26, no. 1/2, pp. 25–38, 2000
  68. Neural Processing Letters, vol. 12, no. 1, pp. 91–98, 2000
  69. Blind separation of nonstationary sources in noisy mixtures
    Electronics Letters, vol. 36, no. 9, p. 848, 2000
  70. Robust whitening procedure in blind source separation context
    Electronics Letters, vol. 36, no. 24, p. 2050, 2000
  71. 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
  72. An iterative inversion approach to blind source separation
    IEEE Transactions on Neural Networks, vol. 11, no. 6, pp. 1423–1437, 2000
  73. Self-whitening algorithms for adaptive equalization and deconvolution
    IEEE Transactions on Signal Processing, vol. 47, no. 4, pp. 1161–1165, 1999
  74. Natural gradient algorithm for blind separation of overdetermined mixture with additive noise
    IEEE Signal Processing Letters, vol. 6, no. 11, pp. 293–295, 1999
  75. Hybrid learning approach to blind deconvolution of linear MIMO systems
    Electronics Letters, vol. 35, no. 17, p. 1429, 1999
  76. Neural networks for blind separation with unknown number of sources
    Neurocomputing, vol. 24, no. 1-3, pp. 55–93, 1999
  77. 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
  78. Managing process and service fusion in virtual enterprises
    Information Systems, vol. 24, no. 6, pp. 429–456, 1999
  79. Learning in dynamic neural networks using signal flow graphs
    International Journal of Circuit Theory and Applications, vol. 27, no. 2, pp. 209–228, 1999
  80. Robust techniques for independent component analysis (ICA) with noisy data
    Neurocomputing, vol. 22, no. 1-3, pp. 113–129, 1998
  81. Information-theoretic approach to blind separation of sources in non-linear mixture
    Signal Processing, vol. 64, no. 3, pp. 291–300, 1998
  82. Neural Processing Letters, vol. 7, no. 2, pp. 61–68, 1998
  83. Cascade neural networks for multichannel blind deconvolution
    Electronics Letters, vol. 34, no. 12, p. 1186, 1998
  84. Bias removal technique for blind source separation with noisy measurements
    Electronics Letters, vol. 34, no. 14, p. 1379, 1998
  85. 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
  86. Adaptive blind signal processing-neural network approaches
    Proceedings of the IEEE, vol. 86, no. 10, pp. 2026–2048, 1998
  87. On-Line Step-Size Selection for Training of Adaptive Systems
    IEEE Signal Processing Magazine, vol. 14, no. 6, pp. 45–46, 1997
  88. Neural networks for blind decorrelation of signals
    IEEE Transactions on Signal Processing, vol. 45, no. 11, pp. 2829–2842, 1997
  89. Sequential blind signal extraction in order specified by stochastic properties
    Electronics Letters, vol. 33, no. 1, p. 64, 1997
  90. 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
  91. A Minor Component Analysis Algorithm
    Neural Networks, vol. 10, no. 2, pp. 291–297, 1997
  92. Stability Analysis of Learning Algorithms for Blind Source Separation
    Neural Networks, vol. 10, no. 8, pp. 1345–1351, 1997
  93. Modified Herault–Jutten Algorithms for Blind Separation of Sources
    Digital Signal Processing, vol. 7, no. 2, pp. 80–93, 1997
  94. Blind source separation with convolutive noise cancellation
    Neural Computing & Applications, vol. 6, no. 3, pp. 127–141, 1997
  95. InfoSleuth
    ACM SIGMOD Record, vol. 26, no. 2, pp. 195–206, 1997
  96. The InfoSleuth Project
    ACM SIGMOD Record, vol. 26, no. 2, pp. 543–545, 1997
  97. Bounding the effects of compensation under relaxed multi-level serializability
    Distributed and Parallel Databases, vol. 4, no. 4, pp. 355–374, 1996
  98. A new neural network for solving linear programming problems
    European Journal of Operational Research, vol. 93, no. 2, pp. 244–256, 1996
  99. Robust image association by recurrent neural subnetworks
    Neural Processing Letters, vol. 3, no. 3, pp. 131–138, 1996
  100. Fast-convergence filtered regressor algorithms for blind equalisation
    Electronics Letters, vol. 32, no. 23, p. 2114, 1996
  101. 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
  102. 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
  103. Robust learning algorithm for blind separation of signals
    Electronics Letters, vol. 30, no. 17, p. 1386, 1994
  104. 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
  105. 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
  106. 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
  107. Robust estimation of principal components by using neural network learning algorithms
    Electronics Letters, vol. 29, no. 21, p. 1869, 1993
  108. Neural network for singular value decomposition
    Electronics Letters, vol. 28, no. 8, p. 784, 1992
  109. New learning algorithm for blind separation of sources
    Electronics Letters, vol. 28, no. 21, p. 1986, 1992
  110. Neural networks for computing eigenvalues and eigenvectors
    Biological Cybernetics, vol. 68, no. 2, pp. 155–164, 1992
  111. 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
  112. 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
  113. Switched-capacitor neural networks for differential optimization
    International Journal of Circuit Theory and Applications, vol. 19, no. 2, pp. 161–187, 1991
  114. Winner-take-all neural network and its application to minimax optimisation problems
    Electronics Letters, vol. 27, no. 22, p. 2026, 1991
  115. 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
  116. Synthesis and characterization of boralites with the MFI structure
    Zeolites, vol. 10, no. 6, pp. 577–582, 1990
  117. Release of boron during conversion of MFI boralite to ammonium and hydrogen forms
    Zeolites, vol. 10, no. 6, pp. 583–587, 1990
  118. New analogue four-quadrant voltage divider
    Electronics Letters, vol. 26, no. 19, p. 1580, 1990
  119. 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
  120. 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
  121. Technique for compensation of errors in analogue multipliers
    Electronics Letters, vol. 25, no. 5, p. 305, 1989
  122. Monolithic MOS switched-capacitor microsystems for nonlinear analog signal processing
    IEEE Transactions on Instrumentation and Measurement, vol. 37, no. 1, pp. 18–24, 1988
  123. Switched-capacitor function generators
    International Journal of Electronics, vol. 64, no. 3, pp. 359–375, 1988
  124. Realization of arbitrary linear resistive multiports using a switched-capacitor technique
    International Journal of Electronics, vol. 60, no. 4, pp. 463–480, 1986
  125. MOS SC microsystem for generating trigonometrical functions and their inverses
    Electronics Letters, vol. 22, no. 20, p. 1056, 1986
  126. The explicit inverses of general tridiagonal matrices and some applications
    Archiv für Elektrotechnik, vol. 69, no. 4, pp. 255–260, 1986
  127. Novel switched-capacitor generalised integrator
    Electronics Letters, vol. 21, no. 4, p. 158, 1985
  128. Nested-feedback-loops realization of 2-D systems
    Circuits, Systems, and Signal Processing, vol. 1, no. 3-4, pp. 321–343, 1982
  129. Synthesis of nonlinear functions using continued fraction expansion
    Electronics Letters, vol. 16, no. 11, p. 431, 1980
  130. Synthesis ofn-port networks by a matrix-continuant
    International Journal of Circuit Theory and Applications, vol. 7, no. 1, pp. 77–86, 1979
  131. Synthesis of active RC multiport voltage transfer functions with reduced number of operational amplifiers
    Electronics Letters, vol. 14, no. 20, p. 665, 1978
  132. 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
  133. Analysis of cascade connection of nonalike 2-ports
    IEEE Transactions on Circuits and Systems, vol. 24, no. 5, pp. 275–277, 1977
  134. Synthesis of an arbitrary voltage transfer function
    International Journal of Electronics, vol. 41, no. 1, pp. 73–80, 1976