| Presentation | 2016-11-05 Optimal information transmission in Hodgkin-Huxley neurons under metabolic cost constraints Ryota Kobayashi, Lubomir Kostal, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We consider a neuron as an information channel and investigate the effect of metabolic cost on the optimal information transmission by using a single-compartment Hodgkin$-$Huxley type neuronal model under the spike-rate coding scheme. We calculated the channel capacity and the efficiency that quantifies the reliable information transfer per metabolic energy by using information-theoretic techniques. The excitatory input improves the channel capacity of the neuron, whereas the inhibitory input improves the efficiency of the neuron. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neuron / Information transfer / Metabolic cost / Channel capacity |
| Paper # | CCS2016-42 |
| Date of Issue | 2016-10-28 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2016/11/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Sangyo Univ. (Musubiwaza Bldg.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Chair | Yasuhiro Tsubo(Ritsumeikan Univ.) |
| Vice Chair | Naoki Wakamiya(Osaka Univ.) / Mikio Hasegawa(Tokyo Univ. of Science) |
| Secretary | Naoki Wakamiya(Kyoto Sangyo Univ.) / Mikio Hasegawa(Osaka Univ.) |
| Assistant | Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Hidehiro Nakano(Tokyo City Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimal information transmission in Hodgkin-Huxley neurons under metabolic cost constraints |
| Sub Title (in English) | |
| Keyword(1) | Neuron |
| Keyword(2) | Information transfer |
| Keyword(3) | Metabolic cost |
| Keyword(4) | Channel capacity |
| 1st Author's Name | Ryota Kobayashi |
| 1st Author's Affiliation | National Institute of Informatics(NII) |
| 2nd Author's Name | Lubomir Kostal |
| 2nd Author's Affiliation | The Czech Academy of Sciences(CAS) |
| Date | 2016-11-05 |
| Paper # | CCS2016-42 |
| Volume (vol) | vol.116 |
| Number (no) | CCS-285 |
| Page | pp.pp.59-62(CCS), |
| #Pages | 4 |
| Date of Issue | 2016-10-28 (CCS) |