| Presentation | 2014-01-20 Biophysical parameter estimation of a neuron in the antennal lobe of bombyx mori using probabilistic method Hayeong LEE, Tomoki KAZAWA, Stephan S. HAUPT, Ryohei KANZAKI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The stochastic properties of neurons and the noise in observation hinder the estimation of biophysical parameters in the equations despite the requirement of reconstruction a single neuron in terms of mathematical equations as the fist step of functional brain simulations. Here, we implemented a probabilistic algorithm to estimate the biophysical properties of a neuron in antennal lobe of bombyx mori from physiological data which contain noise. Based on the estimated parameter, we simulated the neuron in silico. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Parameter estimation / Hodgkin-Huxley model / Simulation / Bombyx Mori |
| Paper # | NC2013-69 |
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| Conference Information | |
| 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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Biophysical parameter estimation of a neuron in the antennal lobe of bombyx mori using probabilistic method |
| Sub Title (in English) | |
| Keyword(1) | Parameter estimation |
| Keyword(2) | Hodgkin-Huxley model |
| Keyword(3) | Simulation |
| Keyword(4) | Bombyx Mori |
| 1st Author's Name | Hayeong LEE |
| 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 | Stephan S. HAUPT |
| 3rd Author's Affiliation | Department of Biological Cybernetics, Faculty of Biology, Bielefeld University |
| 4th Author's Name | Ryohei KANZAKI |
| 4th Author's Affiliation | Research Center for Advanced Science and Technology, The University of Tokyo |
| Date | 2014-01-20 |
| Paper # | NC2013-69 |
| Volume (vol) | vol.113 |
| Number (no) | 382 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |