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Simulation of the Concepts of Assimilation, Accommodation and Equilibration in Schema Theory Based on ART2 Network

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成果类型:
期刊论文、会议论文
作者:
Chen Zhong*;Xu Songxiang;Li Lin
通讯作者:
Chen Zhong
作者机构:
[Chen Zhong] Changsha Univ Sci & Technol, Key Lab Renewable Energy Elect Technol Hunan Prov, Changsha, Hunan, Peoples R China.
[Chen Zhong; Xu Songxiang; Li Lin] Changsha Univ Sci & Technol, Coll Elect & Informat, Changsha, Hunan, Peoples R China.
通讯机构:
[Chen Zhong] C
Changsha Univ Sci & Technol, Key Lab Renewable Energy Elect Technol Hunan Prov, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
Assimilation;Accommodation;Equilibration;Schema Theory;ART2 network
期刊:
2015 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS IHMSC 2015, VOL I
ISSN:
2157-8982
年:
2015
页码:
16-20
会议名称:
7th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC)
会议论文集名称:
International Conference on Intelligent Human-Machine Systems and Cybernetics
会议时间:
AUG 26-27, 2015
会议地点:
Hangzhou, PEOPLES R CHINA
会议主办单位:
[Chen Zhong] Changsha Univ Sci & Technol, Key Lab Renewable Energy Elect Technol Hunan Prov, Changsha, Hunan, Peoples R China.^[Chen Zhong;Xu Songxiang;Li Lin] Changsha Univ Sci & Technol, Coll Elect & Informat, Changsha, Hunan, Peoples R China.
会议赞助商:
Zhejiang Univ, Univ Bristol, Japan Adv Inst Scie & Technol, IEEE, Beihang Univ, IEEE Comp Soc, IEEE CIS Nanjing Chapter, Zhejiang Provincial Nat Sci Fdn China
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-4799-8646-0
机构署名:
本校为第一且通讯机构
院系归属:
电气与信息工程学院
能源与动力工程学院
摘要:
Assimilation, Accommodation and Equilibration are three important concepts in the description of the developmental process of human cognition in schema theory. Based on comparing some relative ideas in adaptive resonance theory and schema theory, a self-adjusting method to the vigilance value of ART2 network is proposed. It constructs the basis of supervised ART2 network, which make the computer simulation of the developmental process of human cognition feasible. In the recognition trial of circle, triangle and quadrangle, the stable schemata are formed in the Long-Term Memory of ART2 through ...

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