| Presentation | 2022-03-28 Analysis on development process of neural networks with different internal states Sho Shimizu, Hideyuki Kato, |
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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 fluctuations have positive effects, are extensively studied, in neuronal computation and information processing. However, effects of fluctuations on network organizations in the development is not clear. In this study, we investigate what differences of network developments in recurrent neural networks with spike-timing-dependent synaptic plasticity are observed whether individual neuronal states fluctuate or not. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | fluctuation / neural networks / STDP learning rule / development |
| Paper # | MSS2021-67,NLP2021-138 |
| Date of Issue | 2022-03-21 (MSS, NLP) |
| Conference Information | |
| Committee | MSS / NLP |
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| Conference Date | 2022/3/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | MSS, NLP, Work In Progress (MSS only), and etc. |
| Chair | Atsuo Ozaki(Osaka Inst. of Tech.) / Takuji Kosaka(Chukyo Univ.) |
| Vice Chair | Shingo Yamaguchi(Yamaguchi Univ.) / Akio Tsuneda(Kumamoto Univ.) |
| Secretary | Shingo Yamaguchi(Hokkaido Univ.) / Akio Tsuneda(NEC) |
| Assistant | Masato Shirai(Shimane Univ.) / Hideyuki Kato(Oita Univ.) / Yuichi Yokoi(Nagasaki Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Mathematical Systems Science and its Applications / Technical Committee on Nonlinear Problems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis on development process of neural networks with different internal states |
| Sub Title (in English) | |
| Keyword(1) | fluctuation |
| Keyword(2) | neural networks |
| Keyword(3) | STDP learning rule |
| Keyword(4) | development |
| 1st Author's Name | Sho Shimizu |
| 1st Author's Affiliation | Oita University(Oita Univ.) |
| 2nd Author's Name | Hideyuki Kato |
| 2nd Author's Affiliation | Oita University(Oita Univ.) |
| Date | 2022-03-28 |
| Paper # | MSS2021-67,NLP2021-138 |
| Volume (vol) | vol.121 |
| Number (no) | MSS-443,NLP-444 |
| Page | pp.pp.61-66(MSS), pp.61-66(NLP), |
| #Pages | 6 |
| Date of Issue | 2022-03-21 (MSS, NLP) |