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自动化学报 2002
RESEARCH OF INTELLIGENT INFORMATION PROCESSING BASED ON OSCILLATORY-CHAOTIC NEURAL NETWORK
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Abstract:
The construction model and dynamics equation of oscillatory-chaotic neural network are proposed. The stability and the necessary condition of this network are proved. Orbits in the three dimensional pattern space are obtained. The waveforms of the overlap function are analyzed by using power spectrum density. It has been shown that the network possesses different information processing capacities when an input pattern is close to or far from a memory pattern. This network has very important application value in dynamics information processing of spatiotemporal patterns and intelligent information processing systems