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Pattern Recalling Property of Neural Network Modules Integrated by Chaos

In: Complexity and Diversity

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  • Akira Sano

    (Japan Advanced Institute of Science and Technology(JAIST), School of Information Science)

Abstract

The role of chaotic behavior in neural network model has been studied by several researchers. We bring forward an evidence that the chaotic neural network modules can be integrated without controller. In our two-body neural network model, the chaotic behavior plays the role of a mechanism that integrates network modules. Integration of modules was realized by timeshared pattern recalling. This result provides another viewpoint of chaos in neural network model.

Suggested Citation

  • Akira Sano, 1997. "Pattern Recalling Property of Neural Network Modules Integrated by Chaos," Springer Books, in: Eiichi Ryoku Nakamura & Kiyoshi Kudo & Osamu Yamakawa & Yoichi Tamagawa (ed.), Complexity and Diversity, pages 52-54, Springer.
    • Handle: RePEc:spr:sprchp:978-4-431-66862-6_6
    DOI: 10.1007/978-4-431-66862-6_6
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