| Presentation | 2015-03-17 Element model of neural mass from spiking neuron model Hiroaki UMEHARA, Jun-nosuke TERAMAE, Yasushi NARUSE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Neural mass model is constructed under the assumption of firing-rate models. The case that behavior of the mean potential in the neural mass model is not fit to that of a population of neuron models, was reported. Translation to a mass is improved in the present paper. Discrete transition of membrane potentials by spike is involved; and moreover, firing rates are linearly approximated with not only the mean potential but also its time derivative. Numerical simulation in the noisy integrate and fire network with fully homogenous synaptic connection confirms the consistency between microscopic and macroscopic models. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural mass model / integrate and fire model / firing rate / firing rate |
| Paper # | MBE2014-161,NC2014-112 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2015/3/9(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) | Element model of neural mass from spiking neuron model |
| Sub Title (in English) | |
| Keyword(1) | neural mass model |
| Keyword(2) | integrate and fire model |
| Keyword(3) | firing rate |
| Keyword(4) | firing rate |
| 1st Author's Name | Hiroaki UMEHARA |
| 1st Author's Affiliation | Center for Information and Neural Networks, National Institute of Information and Communications Technology() |
| 2nd Author's Name | Jun-nosuke TERAMAE |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Osaka University |
| 3rd Author's Name | Yasushi NARUSE |
| 3rd Author's Affiliation | Center for Information and Neural Networks, National Institute of Information and Communications Technology |
| Date | 2015-03-17 |
| Paper # | MBE2014-161,NC2014-112 |
| Volume (vol) | vol.114 |
| Number (no) | 515 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |