| Presentation | 2006-03-17 Fokker-Planck Analysis of Associative Synfire Chain Kazuya ISHIBASHI, Kosuke HAMAGUCHI, Masato OKADA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A synfire chain is one of the networks which generate stable synchronous pulse packets. Although the networks with a single stable synfire state is intensively analyzed, the networks with several stable synfire states have not yet been investigated so thoroughly. By using leaky integrate-and-fire neuron model we construct a layered associative feedforward network embedded with several memory patterns. We analyze the network dynamics with the Fokker-Planck equation. First, we show that in the network the memory patterns propagate as pulse packets. Second, we find several characteristic phenomena, not observed in the conventional synfire chain. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | synfire chain / Fokker-Planck Equation / Associative Memory / Feed forward Network |
| Paper # | NC2005-171 |
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| Committee | NC |
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| Conference Date | 2006/3/10(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (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) | Fokker-Planck Analysis of Associative Synfire Chain |
| Sub Title (in English) | |
| Keyword(1) | synfire chain |
| Keyword(2) | Fokker-Planck Equation |
| Keyword(3) | Associative Memory |
| Keyword(4) | Feed forward Network |
| 1st Author's Name | Kazuya ISHIBASHI |
| 1st Author's Affiliation | Graduate School of Frontier Sciences, The University of Tokyo:Japan Science and Technology Agency() |
| 2nd Author's Name | Kosuke HAMAGUCHI |
| 2nd Author's Affiliation | RIKEN Brain Science Institute |
| 3rd Author's Name | Masato OKADA |
| 3rd Author's Affiliation | Graduate School of Frontier Sciences, The University of Tokyo:Japan Science and Technology Agency:RIKEN Brain Science Institute |
| Date | 2006-03-17 |
| Paper # | NC2005-171 |
| Volume (vol) | vol.105 |
| Number (no) | 659 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |