| Presentation | 2016-03-23 Verification of color receptive field of mammals and insects with ICA Ryohei Yamada, Yoichi Seki, Hiroyoshi Miyakawa, Takako Morimoto, Toru Aonishi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is important to understand how efficiently information from the natural world is processed in the brain. It is suggested that space and color coding properties of the mammalian early visual system can be reproduced using the self-organization model, such as the Independent Component Analysis (ICA). In this study, we applied the ICA to color natural images calibrated to adapt to human and honeybee’s photoreceptor sensitivities. Our results suggest that the color information processing in the early visual system of the honeybee is based on several kinds of color receptive fields. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ICA / self-organization / color receptive field / color opponent |
| Paper # | NC2015-86 |
| Date of Issue | 2016-03-15 (NC) |
| Conference Information | |
| Committee | MBE / NC |
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| Conference Date | 2016/3/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tamagawa University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuo Kobayashi(Kyoto Univ.) / Toshimichi Saito(Hosei Univ.) |
| Vice Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
| Secretary | Yutaka Fukuoka(akita noken) / Shigeo Sato(Kogakuin Univ.) |
| Assistant | Takenori Oida(Kyoto Univ.) / Ryota Horie(Shibaura Inst. of Tech.) / Hiroyuki Kanbara(Tokyo Inst. of Tech.) / Hisanao Akima(Tohoku Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Verification of color receptive field of mammals and insects with ICA |
| Sub Title (in English) | |
| Keyword(1) | ICA |
| Keyword(2) | self-organization |
| Keyword(3) | color receptive field |
| Keyword(4) | color opponent |
| 1st Author's Name | Ryohei Yamada |
| 1st Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 2nd Author's Name | Yoichi Seki |
| 2nd Author's Affiliation | Tokyo University of Pharmacy and Life Sciences(Tokyo University of Pharmacy and Life Sciences) |
| 3rd Author's Name | Hiroyoshi Miyakawa |
| 3rd Author's Affiliation | Tokyo University of Pharmacy and Life Sciences(Tokyo University of Pharmacy and Life Sciences) |
| 4th Author's Name | Takako Morimoto |
| 4th Author's Affiliation | Tokyo University of Pharmacy and Life Sciences(Tokyo University of Pharmacy and Life Sciences) |
| 5th Author's Name | Toru Aonishi |
| 5th Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| Date | 2016-03-23 |
| Paper # | NC2015-86 |
| Volume (vol) | vol.115 |
| Number (no) | NC-514 |
| Page | pp.pp.95-100(NC), |
| #Pages | 6 |
| Date of Issue | 2016-03-15 (NC) |