| Presentation | 2014-01-20 Hodgkin Huxley Type Model Parameter Estimation for Single Neuron via Massively Parallel RCGA : Application to the Silkmoth Antennal Lobe Neuron Akihiko GOTO, Tomoki KAZAWA, Daisuke MIYAMOTO, Stephan Shuichi HAUPT, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is necessary to estimate model parameters of a neuron to simulate electrical activity of the neuron on a computer. We previously estimated model parameters of virtual neurons via massively parallel Real-Coded Genetic Algorithm (RCGA) implemented on K computer. In this paper, this algorithm was applied to a real projection neuron of a silkmoth antennal lobe and model parameters were estimated. As a result of the experiments, we confirmed the advantage of multi-compartment model over single compartment model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Real-coded genetic algorithm / Insect brain simulation / Antennal lobe of silkmoth / Massively parallel computing / Multi-compartment model |
| Paper # | NC2013-68 |
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| Committee | NC |
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| Conference Date | 2014/1/13(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) | Hodgkin Huxley Type Model Parameter Estimation for Single Neuron via Massively Parallel RCGA : Application to the Silkmoth Antennal Lobe Neuron |
| Sub Title (in English) | |
| Keyword(1) | Real-coded genetic algorithm |
| Keyword(2) | Insect brain simulation |
| Keyword(3) | Antennal lobe of silkmoth |
| Keyword(4) | Massively parallel computing |
| Keyword(5) | Multi-compartment model |
| 1st Author's Name | Akihiko GOTO |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, The University of Tokyo() |
| 2nd Author's Name | Tomoki KAZAWA |
| 2nd Author's Affiliation | Research Center for Advanced Science and Technology, The University of Tokyo |
| 3rd Author's Name | Daisuke MIYAMOTO |
| 3rd Author's Affiliation | Graduate School of Information Science and Technology, The University of Tokyo |
| 4th Author's Name | Stephan Shuichi HAUPT |
| 4th Author's Affiliation | Department of Biological Cybernetics, Faculty of Biology Bielefeld University |
| Date | 2014-01-20 |
| Paper # | NC2013-68 |
| Volume (vol) | vol.113 |
| Number (no) | 382 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |