Information Processing Using
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.
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.