Dynamic neural structure for long-term memory formation

Noriyasu Homma, Masao Sakai, Kenichi Abe, Hiroshi Takeda

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

This paper demonstrates that a novel neural structure can be useful for formation of long-term memory. An essential core of the proposed model is a control signal for learning or memory formation, inspired by a possible biological learning mechanism observed in cerebral cortices and hippocampus. From a biological point of view, the control signal can be generated by the limbic system according to cognitive results. The model involves the feedback from the cognitive results based on the current long-term memories, representing the current knowledge, to a control signal that decides whether the present input should be memorized or not. Simulation results show that the model can possess some biologically observed features of human memory systems.

本文言語English
ホスト出版物のタイトルProceedings of the SICE Annual Conference
ページ1-6
ページ数6
出版ステータスPublished - 2004
イベントSICE Annual Conference 2004 - Sapporo, Japan
継続期間: 2004 8 42004 8 6

Other

OtherSICE Annual Conference 2004
CountryJapan
CitySapporo
Period04/8/404/8/6

ASJC Scopus subject areas

  • Engineering(all)

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