Dynamical neural network model of hippocampus with excitatory and inhibitory neurons

Toshiaki Omori; Tsuyoshi Horiguchi

doi:10.1143/JPSJ.73.749

Dynamical neural network model of hippocampus with excitatory and inhibitory neurons

Toshiaki Omori, Tsuyoshi Horiguchi

SCI - Mathematics

Research output: Contribution to journal › Article › peer-review

Abstract

We propose a dynamical neural network model with excitatory neurons and inhibitory neurons for memory function in hippocampus and investigate the effect of inhibitory neurons on memory recall. The results by numerical simulations show that the introduction of inhibitory neurons improves the stability of the memory recall in the proposed model by suppressing the bursting of neurons.

Original language	English
Pages (from-to)	749-755
Number of pages	7
Journal	Journal of the Physical Society of Japan
Volume	73
Issue number	3
DOIs	https://doi.org/10.1143/JPSJ.73.749
Publication status	Published - 2004 Mar

Keywords

Dynamical neural network model
Dynamical patterns
Hippocampus
Inhibitory neurons
Memory recall

ASJC Scopus subject areas

Physics and Astronomy(all)

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10.1143/JPSJ.73.749

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title = "Dynamical neural network model of hippocampus with excitatory and inhibitory neurons",

abstract = "We propose a dynamical neural network model with excitatory neurons and inhibitory neurons for memory function in hippocampus and investigate the effect of inhibitory neurons on memory recall. The results by numerical simulations show that the introduction of inhibitory neurons improves the stability of the memory recall in the proposed model by suppressing the bursting of neurons.",

keywords = "Dynamical neural network model, Dynamical patterns, Hippocampus, Inhibitory neurons, Memory recall",

author = "Toshiaki Omori and Tsuyoshi Horiguchi",

year = "2004",

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AU - Horiguchi, Tsuyoshi

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AB - We propose a dynamical neural network model with excitatory neurons and inhibitory neurons for memory function in hippocampus and investigate the effect of inhibitory neurons on memory recall. The results by numerical simulations show that the introduction of inhibitory neurons improves the stability of the memory recall in the proposed model by suppressing the bursting of neurons.

KW - Dynamical neural network model

KW - Dynamical patterns

KW - Hippocampus

KW - Inhibitory neurons

KW - Memory recall

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Dynamical neural network model of hippocampus with excitatory and inhibitory neurons

Abstract

Keywords

ASJC Scopus subject areas

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