Presentation | 2006-03-21 Various synchronization phenomena of pulse-coupled digital spiking neurons Takahiro KABE, Hiroyuki TORIKAI, Toshimichi SAITO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We introduce an analog pulse-coupled network of bifurcating neurons having rich periodic/chaotic spike-trains. The winner-take-all (WTA) function is used in the coupling. The network exhibits various syncronizatin phenomena and has demultiplex function. We then propose a digital pulse-coupled network of shift-register-based spiking neurons. The digital network also uses the WTA function and can exhibit rich robust synchronization phenomena. Comparing the digital network with the analog network, we consider differences and advantages of each network. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Spiking neurons / pulse-coupled networks / shift-registers / synchronization / winner-take-all |
Paper # | NLP2005-152 |
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Committee | NLP |
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Conference Date | 2006/3/14(1days) |
Place (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Nonlinear Problems (NLP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Various synchronization phenomena of pulse-coupled digital spiking neurons |
Sub Title (in English) | |
Keyword(1) | Spiking neurons |
Keyword(2) | pulse-coupled networks |
Keyword(3) | shift-registers |
Keyword(4) | synchronization |
Keyword(5) | winner-take-all |
1st Author's Name | Takahiro KABE |
1st Author's Affiliation | EECE Dept, Hosei University() |
2nd Author's Name | Hiroyuki TORIKAI |
2nd Author's Affiliation | EECE Dept, Hosei University / |
3rd Author's Name | Toshimichi SAITO |
3rd Author's Affiliation | |
Date | 2006-03-21 |
Paper # | NLP2005-152 |
Volume (vol) | vol.105 |
Number (no) | 676 |
Page | pp.pp.- |
#Pages | 5 |
Date of Issue |