論文

査読有り
2007年

Synchrony-Induced Switching Behavior of Spike Pattern Attractors Created by Spike-Timing-Dependent Plasticity.

Neural Comput.
  • Takaaki Aoki
  • ,
  • Toshio Aoyagi

19
10
開始ページ
2720
終了ページ
2738
記述言語
英語
掲載種別
研究論文(学術雑誌)
DOI
10.1162/neco.2007.19.10.2720
出版者・発行元
M I T PRESS

Although context-dependent spike synchronization among populations of neurons has been experimentally observed, its functional role remains controversial. In this modeling study, we demonstrate that in a network of spiking neurons organized according to spike-timing-dependent plasticity, an increase in the degree of synchrony of a uniform input can cause transitions between memorized activity patterns in the order presented during learning. Furthermore, context-dependent transitions from a single pattern to multiple patterns can be induced under appropriate learning conditions. These findings suggest one possible functional role of neuronal synchrony in controlling the flow of information by altering the dynamics of the network. © 2007 Massachusetts Institute of Technology.

リンク情報
DOI
https://doi.org/10.1162/neco.2007.19.10.2720
DBLP
https://dblp.uni-trier.de/rec/journals/neco/AokiA07a
PubMed
https://www.ncbi.nlm.nih.gov/pubmed/17716009
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000249243800007&DestApp=WOS_CPL
URL
https://www.wikidata.org/entity/Q51907375
URL
https://dblp.uni-trier.de/db/journals/neco/neco19.html#AokiA07a
Scopus
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=35548958832&origin=inward
Scopus Citedby
https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=35548958832&origin=inward
ID情報
  • DOI : 10.1162/neco.2007.19.10.2720
  • ISSN : 0899-7667
  • eISSN : 1530-888X
  • DBLP ID : journals/neco/AokiA07a
  • PubMed ID : 17716009
  • SCOPUS ID : 35548958832
  • Web of Science ID : WOS:000249243800007

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