Presentation 2001/3/16
The Memory Storage of Temporal Sequences by Theta Phase Precession as Population Coding
Naoyuki Sato, Yoko Yamaguchi,
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Abstract(in English) In the hippocampus, the long-term potentiation with asymmetric time window could be contribute to the neural basis of the memory storage of the temporal sequence. However, there is a big gap between the time scales of the synaptic asymmetry (<100ms) and the behavior (fromsec to min). Recently, it is considered that "theta phase precession" contributes to the memory ofthe temporal sequence by means of "emporal compression". It is important to clarify whether theta phase precession enables the memory storage. In this paper, we elucidate the ability of memory storage by using a theoretical model. It is concluded that theta phase precession encodes the memory storage that is impossible by the rate coding with the original time scale.
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Keyword(in English) Hippocampus / Theta Phase Precession / Population Coding / Temporal Sequence
Paper # NC2000-173
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Committee NC
Conference Date 2001/3/16(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) The Memory Storage of Temporal Sequences by Theta Phase Precession as Population Coding
Sub Title (in English)
Keyword(1) Hippocampus
Keyword(2) Theta Phase Precession
Keyword(3) Population Coding
Keyword(4) Temporal Sequence
1st Author's Name Naoyuki Sato
1st Author's Affiliation CREST, Japan Science and Technology CorPoration:Dynamics of Emergent Intelligence Laboratory, RIKEN Brain Science Institute()
2nd Author's Name Yoko Yamaguchi
2nd Author's Affiliation Dynamics of Emergent Intelligence Laboratory, RIKEN Brain Science Institute:CREST, Japan Science and Technology CorPoration:DeP. Information Sciences, College of Science and Engineering, Tokyo Deoki University
Date 2001/3/16
Paper # NC2000-173
Volume (vol) vol.100
Number (no) 688
Page pp.pp.-
#Pages 8
Date of Issue