Research on a Chaotic Neural Network Model and Its Application on Handwritten Number Classification

来源 :the 2nd Shanghai International Symposium on NOnlinear Scienc | 被引量 : 0次 | 上传用户:rainbow03262009
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  A simulation of biological olfactory neural system,KⅢ network,is designed in this paper.Unlike the conventional artificial neural network,the KⅢ network is a high-dimensional chaotic neural network and works in its chaotic trajectory.It can simulate the EEG waveform observed in electrophysiological experiments,and has showed its ability in pattern classification for biological intelligence.This paper presents an application on recognition of handwriting numbers,and the classification performance of the KⅢ network under different noise level was also discussed.
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