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Amoeba-based neurocomputing with chaotic dynamics

Published: 01 September 2007 Publication History

Abstract

Implementing a deadlock-breaking neural computing scheme that can flexibly search for reasonable solutions without any resource allocation program.

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References

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Aihara, K., Takabe, T., and Toyoda, M. Chaotic neural networks. Physics Letters A 144, 6/7 (1990), 333--340.
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Aono, M. and Gunji, Y.-P. Beyond input-output computings: Error-driven emergence with parallel non-distributed slime mold computer. BioSystems 71 (2003), 257--287.
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Aono, M. and Hara, M. Amoeba-based nonequilibrium neurocomputer utilizing fluctuations and instability. In S.G. Aki et al, Eds., UC 2007, LNCS 4618, Springer-Verlag, Berlin (2007), 41--54.
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Arbib, M.A., Ed. The Handbook of Brain Theory and Neural Networks (2nd Edition). The MIT Press, Cambridge, MA, 2003.
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Hasegawa, M., Ikeguchi, T., and Aihara, K. Combination of chaotic neurodynamics with the 2-opt algorithm to solve traveling salesman problems. Physics Review Letters 79, 12 (1997), 2344--2347.
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Hopfield, J.J. and Tank, D.W. Computing with neural circuits: A model. Science 233, (1986), 625--633.
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Nakagaki, T., Yamada, H., and Toth, A. Maze-solving by an amoeboid organism. Nature 407 (2000), 470.
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Takamatsu, A. Spontaneous switching among multiple spatio-temporal patterns in three-oscillator systems constructed with oscillatory cells of true slime mold. Physica D 223 (2006), 180--188.

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Published In

cover image Communications of the ACM
Communications of the ACM  Volume 50, Issue 9
ACM's plan to go online first
September 2007
104 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/1284621
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 September 2007
Published in CACM Volume 50, Issue 9

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