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Information Processing Using Dynamical Chaos

Yuri V. Andreyev, Yuri L. Belsky, Alexander S. Dmitriev, and Dmitri A. Kuminov Institute of Radioengineering and Electronics of the Russian Academy of Sciences Moscow, 103907, Russia

IEEE Transactions on Neural Networks, 1996, vol. 7, pp. 290-299. Received February 23, 1993. Revised April 20, 1994 and October 3, 1995.

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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.