Biophysical modeling of spike-timing-dependent plasticity

Hidetoshi Urakubo; Minoru Honda; Shinya Kuroda

Biophysical modeling of spike-timing-dependent plasticity

Hidetoshi Urakubo, Minoru Honda, Shinya Kuroda

Research output: Contribution to conference › Paper › peer-review

Abstract

To understand functions of our brain by simulating a neuronal circuit, we require mathematical models of neurons and synapses. Many models of neurons have been proposed, but modeling of synapses, especially modeling of synaptic plasticity seems not to be well established. In the present study, we propose a biophysical model of a form of synaptic plasticity (spike-timing-dependent plasticity, STDP), and discuss the effectiveness of biophysical modeling in synaptic plasticity.

Original language	English
Publication status	Published - 2009
Externally published	Yes
Event	Asia Simulation Conference 2009, JSST 2009 - Shiga, Japan Duration: 07-10-2009 → 09-10-2009

Conference

Conference	Asia Simulation Conference 2009, JSST 2009
Country/Territory	Japan
City	Shiga
Period	07-10-09 → 09-10-09

All Science Journal Classification (ASJC) codes

Modelling and Simulation

Cite this

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title = "Biophysical modeling of spike-timing-dependent plasticity",

abstract = "To understand functions of our brain by simulating a neuronal circuit, we require mathematical models of neurons and synapses. Many models of neurons have been proposed, but modeling of synapses, especially modeling of synaptic plasticity seems not to be well established. In the present study, we propose a biophysical model of a form of synaptic plasticity (spike-timing-dependent plasticity, STDP), and discuss the effectiveness of biophysical modeling in synaptic plasticity.",

author = "Hidetoshi Urakubo and Minoru Honda and Shinya Kuroda",

year = "2009",

language = "English",

note = "Asia Simulation Conference 2009, JSST 2009 ; Conference date: 07-10-2009 Through 09-10-2009",

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TY - CONF

T1 - Biophysical modeling of spike-timing-dependent plasticity

AU - Urakubo, Hidetoshi

AU - Honda, Minoru

AU - Kuroda, Shinya

PY - 2009

Y1 - 2009

N2 - To understand functions of our brain by simulating a neuronal circuit, we require mathematical models of neurons and synapses. Many models of neurons have been proposed, but modeling of synapses, especially modeling of synaptic plasticity seems not to be well established. In the present study, we propose a biophysical model of a form of synaptic plasticity (spike-timing-dependent plasticity, STDP), and discuss the effectiveness of biophysical modeling in synaptic plasticity.

AB - To understand functions of our brain by simulating a neuronal circuit, we require mathematical models of neurons and synapses. Many models of neurons have been proposed, but modeling of synapses, especially modeling of synaptic plasticity seems not to be well established. In the present study, we propose a biophysical model of a form of synaptic plasticity (spike-timing-dependent plasticity, STDP), and discuss the effectiveness of biophysical modeling in synaptic plasticity.

UR - http://www.scopus.com/inward/record.url?scp=84903833269&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84903833269&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:84903833269

T2 - Asia Simulation Conference 2009, JSST 2009

Y2 - 7 October 2009 through 9 October 2009

ER -

Biophysical modeling of spike-timing-dependent plasticity

Abstract

Conference

All Science Journal Classification (ASJC) codes

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