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Author:

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

Indexed by:

EI Scopus

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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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Source :

ISSN: 0302-9743

Year: 2005

Issue: PART II

Volume: 3645

Page: 939-948

Language: English

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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