| Presentation | 2015-11-10 The Memory Capacity of a Physical Liquid State Machine Kohei Nakajima, Toshio Aoyagi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | When a fluid layer with a free surface is subjected to vertical oscillation, Faraday waves can be observed. Due to their dynamic and nonlinear properties, Faraday waves exhibit complex patterns, such as spatiotemporal chaos. This has posed interesting challenges for many years. In this presentation, we aim to exploit Faraday waves as information-processing substrates. In particular, we show that they can be used to design timers, which require a certain amount of memory to recognize time duration. We also aim to characterize the memory capacity of Faraday waves. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Reservoir Computing / Physical Reservoir Computing / Faraday Wave / Liquid State Machine |
| Paper # | CCS2015-65 |
| Date of Issue | 2015-11-02 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2015/11/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Inamori Foundation Memorial Building, Kyoto Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Chair | Hiroo Sekiya(Chiba Univ.) |
| Vice Chair | Yasuhiro Tsubo(Ritsumeikan Univ.) / Naoki Wakamiya(Osaka Univ.) |
| Secretary | Yasuhiro Tsubo(Kagawa National College of Tech.) / Naoki Wakamiya(Kyoto Sangyo Univ.) |
| Assistant | Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Junnosuke Teramae(Osaka 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) | The Memory Capacity of a Physical Liquid State Machine |
| Sub Title (in English) | |
| Keyword(1) | Reservoir Computing |
| Keyword(2) | Physical Reservoir Computing |
| Keyword(3) | Faraday Wave |
| Keyword(4) | Liquid State Machine |
| 1st Author's Name | Kohei Nakajima |
| 1st Author's Affiliation | Kyoto University(Kyoto Univ.) |
| 2nd Author's Name | Toshio Aoyagi |
| 2nd Author's Affiliation | Kyoto University(Kyoto Univ.) |
| Date | 2015-11-10 |
| Paper # | CCS2015-65 |
| Volume (vol) | vol.115 |
| Number (no) | CCS-300 |
| Page | pp.pp.109-112(CCS), |
| #Pages | 4 |
| Date of Issue | 2015-11-02 (CCS) |