Paper Abstract and Keywords |
Presentation |
2018-11-23 13:00
[Invited Talk]
Error-correction in neuro-inspired spike signaling Ferdinand Peper (NICT) CCS2018-42 |
Abstract |
(in Japanese) |
(See Japanese page) |
(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) |
(in English) |
Spikes / Error Correcting Codes / Resource-restricted networks / Low energy consumption / Spike automata / Impulses / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 316, CCS2018-42, pp. 51-56, Nov. 2018. |
Paper # |
CCS2018-42 |
Date of Issue |
2018-11-15 (CCS) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
CCS2018-42 |
Conference Information |
Committee |
CCS |
Conference Date |
2018-11-22 - 2018-11-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kobe Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Interaction and Communication, etc. |
Paper Information |
Registration To |
CCS |
Conference Code |
2018-11-CCS |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Error-correction in neuro-inspired spike signaling |
Sub Title (in English) |
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Spikes |
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Error Correcting Codes |
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Resource-restricted networks |
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Low energy consumption |
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Spike automata |
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Impulses |
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1st Author's Name |
Ferdinand Peper |
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National Institute of Information and Communications Technology (NICT) |
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Speaker |
Author-1 |
Date Time |
2018-11-23 13:00:00 |
Presentation Time |
50 minutes |
Registration for |
CCS |
Paper # |
CCS2018-42 |
Volume (vol) |
vol.118 |
Number (no) |
no.316 |
Page |
pp.51-56 |
#Pages |
6 |
Date of Issue |
2018-11-15 (CCS) |
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