| Presentation | 2004/1/14 Difference between LIF model and BVP model in higher statistics of Inter-Spike Intervals Ryosuke HOSAKA, Yutaka SAKAI, Tohru IKEGUCHI, Shuji YOSHIZAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Depending on bifurcation structures, neuron models are classified into two categories. The purpose of this paper is to reveal the difference of spike sequence generated from this different two class neuron models. We estimate statistical coefficients of inter-spike interval sequence generated from LIF model and BVP model, with uncorrelated random fluctuation inputs. As a result, there is a significant difference on higher statistics, skewness coefficient. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | LIF model / BVP model / spike sequence / statistical analysis |
| Paper # | NLP2003-145 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2004/1/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Difference between LIF model and BVP model in higher statistics of Inter-Spike Intervals |
| Sub Title (in English) | |
| Keyword(1) | LIF model |
| Keyword(2) | BVP model |
| Keyword(3) | spike sequence |
| Keyword(4) | statistical analysis |
| 1st Author's Name | Ryosuke HOSAKA |
| 1st Author's Affiliation | Graduate School of Science and Engineering, Saitama University() |
| 2nd Author's Name | Yutaka SAKAI |
| 2nd Author's Affiliation | Faculty of Engineering, Saitama University |
| 3rd Author's Name | Tohru IKEGUCHI |
| 3rd Author's Affiliation | Graduate School of Science and Engineering, Saitama University:Faculty of Engineering, Saitama University |
| 4th Author's Name | Shuji YOSHIZAWA |
| 4th Author's Affiliation | Graduate School of Science and Engineering, Saitama University:Faculty of Engineering, Saitama University |
| Date | 2004/1/14 |
| Paper # | NLP2003-145 |
| Volume (vol) | vol.103 |
| Number (no) | 566 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |