| Presentation | 2012-03-14 A theoretical study of a recurrent neural network in fly visual system : A response to a rotational stimulus Yoshinori SUZUKI, Takako MORIMOTO, Hiroyoshi MIYAKAWA, Toru AONISHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It has been reported that there are motion detection cells on both sides in fly visual system, which are mutually connected in a unique manner. However, little is known about the role of this mutual connection in visual information processing. Here, to elucidate the role of the connection, we constructed a model of recurrent network with formal neurons. By employing the stability analysis for the network model, we found that this model can form competitive network models with either bistable or triple-stable steady states depending on values of model parameters. Furhermore, by numerically calculating mutual information between neural responses and motion stimuli, under noisy conditions, we showed that neural sensitivity for characterizing stimulus coding is enhanced by the mutual connetion. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Fly / visual system / LPTCs / noise / competition model / binocular vision |
| Paper # | NC2011-123 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2012/3/7(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) | A theoretical study of a recurrent neural network in fly visual system : A response to a rotational stimulus |
| Sub Title (in English) | |
| Keyword(1) | Fly |
| Keyword(2) | visual system |
| Keyword(3) | LPTCs |
| Keyword(4) | noise |
| Keyword(5) | competition model |
| Keyword(6) | binocular vision |
| 1st Author's Name | Yoshinori SUZUKI |
| 1st Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering,Tokyo Institute of Technology() |
| 2nd Author's Name | Takako MORIMOTO |
| 2nd Author's Affiliation | School of Science, Tokyo University of Pharmacy and Life Sciences |
| 3rd Author's Name | Hiroyoshi MIYAKAWA |
| 3rd Author's Affiliation | School of Science, Tokyo University of Pharmacy and Life Sciences |
| 4th Author's Name | Toru AONISHI |
| 4th Author's Affiliation | Interdisciplinary Graduate School of Science and Engineering,Tokyo Institute of Technology |
| Date | 2012-03-14 |
| Paper # | NC2011-123 |
| Volume (vol) | vol.111 |
| Number (no) | 483 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |