| Presentation | 2005/3/23 Statistical analysis of interspike interval sequences of Class I and Class II neurons 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) | We investigated statistical characteristics of spike sequences of Class-I and II neurons by two statistical coefficients ; coefficient of variation and skewness coefficient. We used the Morris-Lecar model and the Hindmarsh-Rose model because the models can exhibit both properties of Class-I and II neurons by operating their parameters. The models are stimulated by uncorrelated fluctuations. In spite of the fact that the Class-II Morris-Lecar model and the Class-II Hindmarsh-Rose model belong to the same class, the two models exhibit different property in the space of the two statistical coefficients. Our results also show that the difference is related to different behavior after spiking ; While the Class-II ML model shows damping oscillations, the Class-II HR model shows self-sustained oscillations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Interspike interval statistics / the Morris-Lecar model / Hindmarsh-Rose model / Class-I / Class-II |
| Paper # | NC2004-206 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/3/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical analysis of interspike interval sequences of Class I and Class II neurons |
| Sub Title (in English) | |
| Keyword(1) | Interspike interval statistics |
| Keyword(2) | the Morris-Lecar model |
| Keyword(3) | Hindmarsh-Rose model |
| Keyword(4) | Class-I |
| Keyword(5) | Class-II |
| 1st Author's Name | Ryosuke HOSAKA |
| 1st Author's Affiliation | Graduate school fo Science and Engineering, Saitama University() |
| 2nd Author's Name | Yutaka SAKAI |
| 2nd Author's Affiliation | Faculty of Engineering, Tamagawa University |
| 3rd Author's Name | Tohru IKEGUCHI |
| 3rd Author's Affiliation | Graduate school fo Science and Engineering, Saitama University |
| 4th Author's Name | Shuji YOSHIZAWA |
| 4th Author's Affiliation | Tamagawa University Research Institute |
| Date | 2005/3/23 |
| Paper # | NC2004-206 |
| Volume (vol) | vol.104 |
| Number (no) | 760 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |