New publications on blind signal processing
cia@kamo.riken.go.jp
cia at kamo.riken.go.jp
Tue Jan 23 06:54:21 EST 1996
Dear Colleagues:
Below please find a list of papers devoted to blind separation
of sources presented at NOLTA-95 and NIPS .
Some of these papers are available on the web site:
http://www.bip.riken.go.jp/absl/absl.html
I am preparing now extensive list of publications, reports and programs
about blind signal processing (blind deconvolution, equalization, separation
of sources, cocktail party-problem, blind identification and blind medium
structure identification).
Any information about new publications on these subjects are welcomed.
Comments on our paper are also welcomed.
Andrew Cichocki
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Dr. A. Cichocki,
Laboratory for Artificial Brain Systems,
Frontier Research Program RIKEN,
Institute of Physical and Chemical Research,
Hirosawa 2-1, Saitama 351-01,
WAKO-Schi, JAPAN
E-mail: cia at kamo.riken.go.jp,
URL: http://www.bip.riken.go.jp/absl/absl.html
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List of papers of Special Invited Session
BLIND SEPARATION OF SOURCES- Information Processing in the Brain,
NOLTA-95 , Las Vegas, USA, December 10-14, 1995.
(Chair and organizer A. Cichocki)
Proceedings 1995 International Symposium on Nonlinear Theory and
Applications Vol.1:
1. Shun-ichi AMARI, Andrzej CICHOCKI and Howard Hua YANG,
"RECURRENT NEURAL NETWORKS FOR BLIND SEPARATION OF SOURCES",
pp.37-42.
2. Anthony J. BELL and Terrence J. SEJNOWSKI,
"FAST BLIND SEPARATION BASED ON INFORMATION THEORY",
pp. 43-47.
3. Adel BELOUCHRANI and Jean-Francois CARDOSO,
"MAXIMUM LIKELIHOOD SOURCE SEPARATION BY THE EXPECTATION-MAXIMIZATION
TECHNIQUE: DETERMINISTIC AND STOCHASTIC IMPLEMENTATION",
pp.49-53.
4. Jean-Francois CARDOSO,
"THE INVARIANT APPROACH TO SOURCE SEPARATION",
pp. 55-60.
5. Andrzej CICHOCKI, Wlodzimierz KASPRZAK and Shun-ichi AMARI,
"MULTI-LAYER NEURAL NETWORKS WITH LOCAL ADAPTIVE LEARNING RULES
FOR BLIND SEPARATION OF SOURCE SIGNALS",
pp.61-65.
6. Yannick DEVILLE and Laurence ANDRY,
"APPLICATION OF BLIND SOURCE SEPARATION TECHNIQUES TO MULTI-TAG
CONTACTLESS IDENTIFICATION SYSTEMS",
pp. 73-78.
7. Jie HUANG , Noboru OHNISHI and Naboru SUGIE
"SOUND SEPARATION BASED ON PERCEPTUAL GROUPING OF SOUND SEGMENTS",
pp.67-72.
8. Christian JUTTEN and Jean-Francois CARDOSO,
"SEPARATION OF SOURCES: REALLY BLIND ?"
pp. 79-84.
9. Kiyotoshi MATSUOKA and Mitsuru KAWAMOTO,
"BLIND SIGNAL SEPARATION BASED ON A MUTUAL INFORMATION CRITERION",
pp. 85-91.
10. Lieven De LATHAUWER, Pierre COMON, Bart De MOOR and Joos VANDEWALLE,
"HIGHER-ORDER POWER METHOD - APPLICATION IN INDEPENDENT COMPONENT
ANALYSIS", pp. 91-96.
11. Jie ZHU, Xi-Ren CAO, and Ruey-Wen LIU,
"BLIND SOURCE SEPARATION BASED ON OUTPUT INDEPENDENCE - THEORY AND
IMPLEMENTATION", pp. 97-102.
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Selected list of recent publications and reports about ICA
[1] S. Amari, A. Cichocki and H. H. Yang, "A new learning algorithm for blind
signal separation", NIPS-95, Denver Dec. 1995, vol.8, MIT Press, 1996
(in print).
[2] S. Amari, A. Cichocki and H. H. Yang, "Recurrent neural networks for
blind separation of sources", Nolta-95 , Las Vegas, Dec.10-15, 1995,
vol.1, pp. 37-42.
[3] A.Cichocki and L. Moszczynski, "A new learning algorithm for for blind
separation of sources", Electronics Letters, vol.28, No.21,1992,
pp.1986-1987.
[4] A. Cichocki, R. Unbehauen and E. Rummert, Robust learning algorithm for
blind separation of signals", Electronics Letters, vol.30, No.17, 18th
August 1994, pp.1386-1387.
[5] A. Cichocki, R. Unbehauen, L. Moszczynski and E. Rummert, "A new on-line
adaptive algorithm for blind separation of source signals", 1994 Int.
Symposium on Artificial Neural Networks ISANN-94, Tainan, Taiwan ,
Dec.1994, pp.406-411.
[6] A. Cichocki, R. Bogner, L. Moszczynski, Improved adaptive algorithms
for blind separation of sources", Proc. of Conference on Electronic
Circuits and Systems, KKTOiUE, Zakopane Poland, Oct. 25-27, 1995,
pp. 647-652.
[7] A. Cichocki, R. Unbehauen, "Robust neural networks with on-line
learning for blind identification and blind separation of sources",
submitted for publication to IEEE Transaction on Circuits and Systems
(submitted June 1994).
[8] A.Cichocki and R. Unbehauen, Neural Networks for Optimization and
Signal Processing, John Wiley 1994 (new revised and improved edition),
pp. 461-471.
[9] A. Cichocki, W. Kasprzak, S. Amari, "Multi-layer neural networks with
a local adaptive learning rule for blind separation of source signals",
Nolta-95, Las Vegas, Dec.10-15, 1995, vol.1 pp. 61-66.
[10] A. Cichocki, S. Amari, M. Adachi and W. Kasprzak, "Self-adaptive neural
networks for blind separation of sources", ISCAS-96 May 1996,
Atlanta, USA.
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