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作者:

Zuo, Guoyu (Zuo, Guoyu.) (学者:左国玉) | Yang, Beibei (Yang, Beibei.) | Ruan, Xiaogang (Ruan, Xiaogang.)

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EI Scopus

摘要:

A spiking-neuron based cognitive model with classical conditioning behaviors is proposed. With a reflex arc structure and a reinforcement learning method based on the Hebb rule, the cognitive model possesses the property of 'stimulate-response-reinforcement' and can simulate the learning process of classical conditioning. An experiment on the inverted pendulum validated that this model can learn the balance control strategy by classical conditioning. © Springer-Verlag Berlin Heidelberg 2005.

关键词:

Cognitive systems Computer architecture Computer simulation Control systems Learning systems Mathematical models

作者机构:

  • [ 1 ] [Zuo, Guoyu]Institute of Artificial Intelligence and Robotics, Beijing University of Technology, Beijing 100022, China
  • [ 2 ] [Yang, Beibei]Institute of Artificial Intelligence and Robotics, Beijing University of Technology, Beijing 100022, China
  • [ 3 ] [Ruan, Xiaogang]Institute of Artificial Intelligence and Robotics, Beijing University of Technology, Beijing 100022, China

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来源 :

ISSN: 0302-9743

年份: 2005

期: PART II

卷: 3645

页码: 939-948

语种: 英文

JCR分区:4

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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