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Prog. Theor. Phys. Vol. 87 No. 3 (1992) pp. 771-774

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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

[ Full Text PDF : FREE ACCESS (225K) ] Citation:


References:

  1. J. J. Hopfield, Proc. Natl. Acad. Sci. USA 79 (1982), 2554.
  2. 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.
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    P. Davis and S. Nara, in Chaos, ed. K. Aihara (Saiensusha, Tokyo, 1990)(In Japanese).
  7. M. Inoue and A. Nagayoshi, Phys. Lett. A158 (1991), 373.
  8. M. Inoue and A. Nagayoshi, in preparation.
  9. M. Inoue and A. Nagayoshi, in preparation.
  10. See, e.g., H. G. Schuster, Deterministic Chaos (VCH, Weinheim, 1988).
  11. S. Kirkpatrick, C. D. Gelatt Jr. and M. P. Vecchi, Science 220 (1983), 671[CrossRef]

Citing Article(s) :

  1. Progress of Theoretical Physics Vol. 88 No. 4 (1992) pp. 769-773 :
    Solving an Optimization Problem with a Chaos Neural Network
    Masayoshi Inoue and Akihiro Nagayoshi
  2. Progress of Theoretical Physics Vol. 88 No. 5 (1992) pp. 845-855 :
    Chaotic Wandering and Search in a Cycle-Memory Neural Network
    Shigetoshi Nara and Peter Davis
  3. Progress of Theoretical Physics Vol. 92 No. 3 (1994) pp. 501-508 :
    Dynamics of Cognitive Interpretations of a Necker Cube in a Chaos Neural Network
    Masayoshi Inoue and Kenji Nakamoto
  4. Progress of Theoretical Physics Vol. 92 No. 5 (1994) pp. 927-938 :
    Self-Organization and Entropy Decreasing in Neural Networks
    Masayoshi Inoue and Masayuki Kashima
  5. Progress of Theoretical Physics Vol. 93 No. 5 (1995) pp. 845-856 :
    Back Propagation Learning Using a Super Stable Motion
    Masayoshi Inoue, Akira Tanaka and Kenji Nakamoto
  6. Progress of Theoretical Physics Vol. 94 No. 4 (1995) pp. 515-534 :
    Nearly Synchronized State and a Constant of Motion in a Coupled Chaotic Map
    Masayoshi Inoue and Yutaka Nishi
  7. Progress of Theoretical Physics Vol. 95 No. 5 (1996) pp. 837-850 :
    Dynamical Behavior of a Chaos Neural Network of an Associative Schema Model
    Msayoshi Inoue and Yutaka Nishi
  8. Progress of Theoretical Physics Vol. 97 No. 3 (1997) pp. 387-398 :
    Appearance of an Invariant Manifold and On-Off Intermittency in Coupled-Maps
    Masayoshi Inoue, Takashi Kawazoe and Hiroki Hata