Presentation | 2003/6/20 Mechanisms of synaptic competition and regulation in spike-time-dependent synaptic plasticity rules Yutaka SAKAI, Shuji YOSHIZAWA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | An additive rule of spike-timing-dependent synaptic plasticity (STDP) automatically achieves synaptic competition and activity regulation, where synaptic balance is moderately regulated to control the post synaptic activity [1]. On the other hand, a multiplicative STDP rule can not achieve the synaptic competition nor the synaptic regulation [2], [3]. It is not clear what type of STDP rules can achieve synaptic regulation and how it is related to synaptic competition. Here we clarify the mechanisms of synaptic regulation and propose multiplicative STDP rules which can acheive synaptic regulation. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | STDP / synaptic competition / synaptic regulation / Langevin equation |
Paper # | NC2003-21 |
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Committee | NC |
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Conference Date | 2003/6/20(1days) |
Place (in Japanese) | (See Japanese page) |
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Registration To | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Mechanisms of synaptic competition and regulation in spike-time-dependent synaptic plasticity rules |
Sub Title (in English) | |
Keyword(1) | STDP |
Keyword(2) | synaptic competition |
Keyword(3) | synaptic regulation |
Keyword(4) | Langevin equation |
1st Author's Name | Yutaka SAKAI |
1st Author's Affiliation | Faculty of Engineering, Saitama University() |
2nd Author's Name | Shuji YOSHIZAWA |
2nd Author's Affiliation | Faculty of Engineering, Saitama University |
Date | 2003/6/20 |
Paper # | NC2003-21 |
Volume (vol) | vol.103 |
Number (no) | 153 |
Page | pp.pp.- |
#Pages | 6 |
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