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Prog. Theor. Phys. Vol. 87 No. 3 (1992) pp. 771-774
Letters
A Neural Network of Chaotic Oscillators
Masayoshi Inoue and
Seiichirou Fukushima
Department of Physics, Kagoshima University, Kagoshima 890
(Received September 17, 1991)
Abstract:
We present a neural network in which a critical state of a chaotic oscillator is used as a neuron. Information processing can be carried out parallely with the use of the network.
URL :
http://ptp.ipap.jp/link?PTP/87/771/
DOI : 10.1143/PTP.87.771
References:
- J. J. Hopfield, Proc. Natl. Acad. Sci. USA 79 (1982), 2554.
- S. E. Farlman, G. E. Hinton and T. J. Sejnowski, in Proceedings of the National Conference on Artificial Intelligence AAAI-83 (Washington, DC, 1983), p. 109.
- J. J. Hopfield and D. W. Tank, Biol. Cybern. 52 (1985), 141.
- D. E. Rumelhart, J. L. McClelland and the PDP Research Group, Parallel Distributed Processing, vol. 1 & 2 (MIT Press, Cambridge, 1986).
- N. Thellier, Conference manager, International Neural Network Conference INNC-90-PARIS, vol. 1 & 2 (Kluwer Academic Publishers, Dordrecht, 1990).
- I. Tsuda, Prog. Theor. Phys. Suppl. No. 79 (1984), 241[PTP].
K. Tomita, Butsuri 40 (1985), 99 (in Japanese).
W. Freeman and C. A. Skarda, Brain Res. Rev. 10 (1985), 147.
K. Aihara, T. Takabe and M. Toyoda, Phys. Lett. A144 (1990), 333.
P. Davis and S. Nara, in Chaos, ed. K. Aihara (Saiensusha, Tokyo, 1990)(In Japanese).
- M. Inoue and A. Nagayoshi, Phys. Lett. A158 (1991), 373.
- M. Inoue and A. Nagayoshi, in preparation.
- M. Inoue and A. Nagayoshi, in preparation.
- See, e.g., H. G. Schuster, Deterministic Chaos (VCH, Weinheim, 1988).
-
S. Kirkpatrick, C. D. Gelatt Jr. and M. P. Vecchi, Science 220 (1983), 671[CrossRef]
Citing Article(s) :
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Progress of Theoretical Physics Vol. 88 No. 4 (1992) pp. 769-773
:
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Solving an Optimization Problem with a Chaos Neural Network
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Masayoshi Inoue and Akihiro Nagayoshi
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Progress of Theoretical Physics Vol. 88 No. 5 (1992) pp. 845-855
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Chaotic Wandering and Search in a Cycle-Memory Neural Network
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Shigetoshi Nara and Peter Davis
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Progress of Theoretical Physics Vol. 92 No. 3 (1994) pp. 501-508
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Dynamics of Cognitive Interpretations of a Necker Cube in a Chaos Neural Network
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Masayoshi Inoue and Kenji Nakamoto
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Progress of Theoretical Physics Vol. 92 No. 5 (1994) pp. 927-938
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Self-Organization and Entropy Decreasing in Neural Networks
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Masayoshi Inoue and Masayuki Kashima
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Progress of Theoretical Physics Vol. 93 No. 5 (1995) pp. 845-856
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Back Propagation Learning Using a Super Stable Motion
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Masayoshi Inoue, Akira Tanaka and Kenji Nakamoto
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Progress of Theoretical Physics Vol. 94 No. 4 (1995) pp. 515-534
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Nearly Synchronized State and a Constant of Motion in a Coupled Chaotic Map
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Masayoshi Inoue and Yutaka Nishi
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Progress of Theoretical Physics Vol. 95 No. 5 (1996) pp. 837-850
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Dynamical Behavior of a Chaos Neural Network of an Associative Schema Model
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Msayoshi Inoue and Yutaka Nishi
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Progress of Theoretical Physics Vol. 97 No. 3 (1997) pp. 387-398
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Appearance of an Invariant Manifold and On-Off Intermittency in Coupled-Maps
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Masayoshi Inoue, Takashi Kawazoe and Hiroki Hata