Presentation | 2010-01-19 Artificial spiking neuron of characteristics Shimon THESHIMA, Toshimichi SAITO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | This paper studies dynamics of a simple bifurcating neuron to which spike-train input is applied a refractory threshold. The bifurcating neuron exhibits two kinds of firings: self-firing occured by threshold operation of the slave itself and compulsory-firing caused by the input pulse from the master. Repeating these firings, the network exhibits various synchronization phenomena This bifurcating neuron operate integrate-and-fire dynamics and can exhibit rich periodic orbits that is super-stable for initial state. Its dynamics can be analyzed precisely by embedded a spike-position map. The phase Map is piecewise linear and basic bifurcation phenomena can be clarified theoretically. We then clarify effects of the refractoriness on the encoding function of the system. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | A/D converters / Multi-step A/D converters / Σ-△ modulators / Circle map / Switched capacitors |
Paper # | NC2009-81 |
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Committee | NC |
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Conference Date | 2010/1/11(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
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) | Artificial spiking neuron of characteristics |
Sub Title (in English) | |
Keyword(1) | A/D converters |
Keyword(2) | Multi-step A/D converters |
Keyword(3) | Σ-△ modulators |
Keyword(4) | Circle map |
Keyword(5) | Switched capacitors |
1st Author's Name | Shimon THESHIMA |
1st Author's Affiliation | EE Dept., HOSEI University() |
2nd Author's Name | Toshimichi SAITO |
2nd Author's Affiliation | EE Dept., HOSEI University |
Date | 2010-01-19 |
Paper # | NC2009-81 |
Volume (vol) | vol.109 |
Number (no) | 363 |
Page | pp.pp.- |
#Pages | 4 |
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