SIA OpenIR  > 海洋信息技术装备中心
Self-organization of hippocampal representations in large environments
Liu S(刘爽); Si BL(斯白露); Lin Y(林扬)
Department海洋信息技术装备中心
Conference Name2015 International Joint Conference on Neural Networks (IJCNN)
Conference DateJuly 12-17, 2015
Conference PlaceKillarney, Ireland
Source Publication2015 International Joint Conference on Neural Networks (IJCNN)
PublisherIEEE
Publication PlacePiscataway, NJ, USA
2015
Pages1-6
Indexed ByEI ; CPCI(ISTP)
EI Accession number20155201718774
WOS IDWOS:000370730604008
Contribution Rank1
ISBN978-1-4799-1959-8
AbstractThe entorhino-hippocampal neural circuits of the mammalian brains are able to internally generate efficient spatial representations of large-scale environments. Hippocampal principal cells in mammalian brains form sparse codes of the positions in large environments. The underlying computational mechanisms of the formation of spatial memory in large-scale environments are still not well understood. We present a competitive learning network that integrates both spatial inputs from grid cells as well as contextual inputs from non-spatial cells. Through self-organisation, place units in the network form place fields at “randomly” interleaved locations, in the sense that both the recruitment process and the inter-field interval are memoryless, a property superior for spatial memory formation in large environments.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/17339
Collection海洋信息技术装备中心
Affiliation1.University of Chinese Academy of Sciences, Beijing, China
2.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
Recommended Citation
GB/T 7714
Liu S,Si BL,Lin Y. Self-organization of hippocampal representations in large environments[C]. Piscataway, NJ, USA:IEEE,2015:1-6.
Files in This Item: Download All
File Name/Size DocType Version Access License
Self-organization of(1001KB)会议论文 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu S(刘爽)]'s Articles
[Si BL(斯白露)]'s Articles
[Lin Y(林扬)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu S(刘爽)]'s Articles
[Si BL(斯白露)]'s Articles
[Lin Y(林扬)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu S(刘爽)]'s Articles
[Si BL(斯白露)]'s Articles
[Lin Y(林扬)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: Self-organization of hippocampal representations in large environments.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.