| Presentation | 2021-11-18 On a biobjective optimization problem in binary associative memories Kento Saka, Toshimichi Saito, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper considers a biobjective optimization problem in binary associative memories characterized by ternary connection parameters and the signum activation function. First, we introduce a simple parameter setting method that guarantee storage of any desired memories. Second, we define a biobjective problem based on two objectives that evaluate uniform stability of desired memories and sparsity of connection parameters. Performing precise numerical analysis for simple desired memories, we clarify existence of a trade-off between the two objectives. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multiobjective optimization / Associative memories / Stability |
| Paper # | CCS2021-20 |
| Date of Issue | 2021-11-11 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2021/11/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Tetsuya Asai(Hokkaido Univ.) |
| Vice Chair | Megumi Akai(Hokkaido Univ.) / Masaki Aida(TMU) |
| Secretary | Megumi Akai(TDK) / Masaki Aida(Mie Univ.) |
| Assistant | Hidehiro Nakano(Tokyo City Univ.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Osaka Univ.) / Sumiko Miyata(Shibaura Inst. of Tech.) |
| 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) | On a biobjective optimization problem in binary associative memories |
| Sub Title (in English) | |
| Keyword(1) | Multiobjective optimization |
| Keyword(2) | Associative memories |
| Keyword(3) | Stability |
| 1st Author's Name | Kento Saka |
| 1st Author's Affiliation | Hosei University(HU) |
| 2nd Author's Name | Toshimichi Saito |
| 2nd Author's Affiliation | Hosei University(HU) |
| Date | 2021-11-18 |
| Paper # | CCS2021-20 |
| Volume (vol) | vol.121 |
| Number (no) | CCS-253 |
| Page | pp.pp.16-19(CCS), |
| #Pages | 4 |
| Date of Issue | 2021-11-11 (CCS) |