| Presentation | 2018-11-23 [Invited Talk] Error-correction in neuro-inspired spike signaling Ferdinand Peper, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Inspired by the spike-based signaling between neurons, we introduce impulse-based signaling for wireless communication, and show how robustness to errors can be achieved. The scheme is able to separate mixtures of spike-based messages by employing pattern recognizers that are dynamically sensitive to spike-based messages satisfying specific conditions. As a result, the scheme is extremely robust to collisions of messages. Furthermore, the time required to get a message through from one node to another decreases by one to two orders of magnitude, as compared to spike-based ALOHA-inspired schemes, even when there are many nodes that simultaneously broadcast their impulse-based messages. Key to achieving this performance is the formulation of a new type of finite automaton that can recognize spiking patterns over time. We discuss these so-called "spike automata", and show how they can be used in the decoding of individual messages from a mixture of messages. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spikes / Error Correcting Codes / Resource-restricted networks / Low energy consumption / Spike automata / Impulses |
| Paper # | CCS2018-42 |
| Date of Issue | 2018-11-15 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2018/11/22(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kobe Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Chair | Mikio Hasegawa(Tokyo Univ. of Science) |
| Vice Chair | Makoto Naruse(NICT) / Shigeki Shiokawa(Kanagawa Inst. of Tech.) |
| Secretary | Makoto Naruse(Tokyo City Univ.) / Shigeki Shiokawa(Hiroshima City Univ.) |
| Assistant | Yusuke Kawakita(Kanagawa Inst. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Ryo Takahashi(AUT) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
|---|---|
| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Error-correction in neuro-inspired spike signaling |
| Sub Title (in English) | |
| Keyword(1) | Spikes |
| Keyword(2) | Error Correcting Codes |
| Keyword(3) | Resource-restricted networks |
| Keyword(4) | Low energy consumption |
| Keyword(5) | Spike automata |
| Keyword(6) | Impulses |
| 1st Author's Name | Ferdinand Peper |
| 1st Author's Affiliation | National Institute of Information and Communications Technology(NICT) |
| Date | 2018-11-23 |
| Paper # | CCS2018-42 |
| Volume (vol) | vol.118 |
| Number (no) | CCS-316 |
| Page | pp.pp.51-56(CCS), |
| #Pages | 6 |
| Date of Issue | 2018-11-15 (CCS) |