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Study of a Bionic Pattern Classifier Based on Olfactory Neural System 被引量:1
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作者 XuLi GuangLi +1 位作者 LeWang walterj.freeman 《Journal of Bionic Engineering》 SCIE EI CSCD 2004年第2期133-140,共8页
Simulating biological olfactory neural system, KⅢnetwork, which is a high-dimensional chaotic neural network, is designed in this paper. Different from conventional artificial neural network, the KⅢnetwork works... Simulating biological olfactory neural system, KⅢnetwork, which is a high-dimensional chaotic neural network, is designed in this paper. Different from conventional artificial neural network, the KⅢnetwork works in its chaotic trajectory. It can simulate not only the output EEG waveform observed in electrophysiological experiments, but also the biological intelligence for pattern classification. The simulation analysis and application to the recognition of handwriting numerals are presented here. The classification performance of the KⅢnetwork at different noise levels was also investigated. 展开更多
关键词 olfactory neural network artificial neural network CHAOS pattern classification
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