| Presentation | 2005/11/12 Analysis of Basic Dynamics of a Digital Spiking Neuron Hiroyuki TORIKAI, Toshimichi SAITO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Digital Spiking Neuron (DSN) has discrete-time and discrete-state, and can generate spike-trains having various spike intervals patterns. In this paper we propose an analysis method for the spike-trains. Using the method, we can clarify the number of co-existing periodic spike-trains with respect to initial state, periods of these spike-trains, existence of transient phenomena to periodic oscillation, and so on. We then discuss fundamentals of synthesis method of DSN that can generate spike-trains having some desired characteristics. Also we consider encoding method of binary vector informations into the spike-train of DSN. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spiking Neuron / Spike-train / Pulse-coupled network / Cellular Automata / Ultra-discrete system / FPGA |
| Paper # | NC2005-70 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/11/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| 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) | Analysis of Basic Dynamics of a Digital Spiking Neuron |
| Sub Title (in English) | |
| Keyword(1) | Spiking Neuron |
| Keyword(2) | Spike-train |
| Keyword(3) | Pulse-coupled network |
| Keyword(4) | Cellular Automata |
| Keyword(5) | Ultra-discrete system |
| Keyword(6) | FPGA |
| 1st Author's Name | Hiroyuki TORIKAI |
| 1st Author's Affiliation | EECE Dept., Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | EECE Dept., Hosei University |
| Date | 2005/11/12 |
| Paper # | NC2005-70 |
| Volume (vol) | vol.105 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |