Information processing using dynamical chaos: neural networksimplementation |
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| Authors: | Andreyev Y.V. Belsky Y.L. Dmitriev A.S. Kuminov D.A. |
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| Affiliation: | Inst. of Radio Eng. and Electron., Acad. of Sci., Moscow. |
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| Abstract: | In this work, we study information processing applications of complex dynamics and chaos in neural networks. We discuss mathematical models based on piecewise-linear maps which enable us to realize the basic functions of information processing using complex dynamics and chaos. Realizations of these models using recurrent neural-like systems are presented. |
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