| 講演名 | 2018-11-23 [Invited Talk] Error-correction in neuro-inspired spike signaling Ferdinand Peper(NICT), |
|---|---|
| PDFダウンロードページ |  PDFダウンロードページへ |
| 抄録(和) | 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. |
| 抄録(英) | 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. |
| キーワード(和) | Spikes / Error Correcting Codes / Resource-restricted networks / Low energy consumption / Spike automata / Impulses |
| キーワード(英) | Spikes / Error Correcting Codes / Resource-restricted networks / Low energy consumption / Spike automata / Impulses |
| 資料番号 | CCS2018-42 |
| 発行日 | 2018-11-15 (CCS) |
| 研究会情報 | |
| 研究会 | CCS |
|---|---|
| 開催期間 | 2018/11/22(から2日開催) |
| 開催地（和） | 神戸大学 |
| 開催地（英） | Kobe Univ. |
| テーマ（和） | 相互作用と情報伝達・情報処理，一般 |
| テーマ（英） | Interaction and Communication, etc. |
| 委員長氏名（和） | 長谷川 幹雄(東京理科大) |
| 委員長氏名（英） | Mikio Hasegawa(Tokyo Univ. of Science) |
| 副委員長氏名（和） | 成瀬 誠(NICT) / 塩川 茂樹(神奈川工科大) |
| 副委員長氏名（英） | Makoto Naruse(NICT) / Shigeki Shiokawa(Kanagawa Inst. of Tech.) |
| 幹事氏名（和） | 中野 秀洋(東京都市大) / 高野 知佐(広島市立大) |
| 幹事氏名（英） | Hidehiro Nakano(Tokyo City Univ.) / Chisa Takano(Hiroshima City Univ.) |
| 幹事補佐氏名（和） | 川喜田 佑介(神奈川工科大) / 安東 弘泰(筑波大) / 松原 崇(神戸大) / 高橋 亮(愛知工科大) |
| 幹事補佐氏名（英） | Yusuke Kawakita(Kanagawa Inst. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Ryo Takahashi(AUT) |
| 講演論文情報詳細 | |
| 申込み研究会 | Technical Committee on Complex Communication Sciences |
|---|---|
| 本文の言語 | ENG |
| タイトル（和） | |
| サブタイトル（和） | |
| タイトル（英） | [Invited Talk] Error-correction in neuro-inspired spike signaling |
| サブタイトル（和） | |
| キーワード(1)（和/英） | Spikes / Spikes |
| キーワード(2)（和/英） | Error Correcting Codes / Error Correcting Codes |
| キーワード(3)（和/英） | Resource-restricted networks / Resource-restricted networks |
| キーワード(4)（和/英） | Low energy consumption / Low energy consumption |
| キーワード(5)（和/英） | Spike automata / Spike automata |
| キーワード(6)（和/英） | Impulses / Impulses |
| 第 1 著者 氏名（和/英） | Ferdinand Peper / Ferdinand Peper |
| 第 1 著者 所属（和/英） | National Institute of Information and Communications Technology(略称：NICT) National Institute of Information and Communications Technology(略称：NICT) |
| 発表年月日 | 2018-11-23 |
| 資料番号 | CCS2018-42 |
| 巻番号（vol） | vol.118 |
| 号番号（no） | CCS-316 |
| ページ範囲 | pp.51-56(CCS), |
| ページ数 | 6 |
| 発行日 | 2018-11-15 (CCS) |