Paper Abstract and Keywords |
Presentation |
2019-03-26 13:30
Various synchronization phenomena in digital spiking neural networks Yuya Oishi, Hiroaki Uchida, Tosimichi Saito (Hosei Univ.) CCS2018-47 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper studies dynamics of a network of digital spiking neurons.
Repeating integrate-and-fire behavior between a periodic base signal and a constant threshold, the neuron can output various periodic spike-trains.
Applying spike-based cross-coupling with delay to the digital spiking neurons, the network is constructed.
Depending on parameters, the network can exhibit various multi-phase synchronization phenomena.
Performing precise numerical analysis, typical synchronization phenomena are classified and are analyzed.
Implementing a simple test circuit in Verilog, typical phenomena are confirmed.
The results give basic information to analysis and application of the digital spiking neural networks. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
spiking neural networks / synchronization / stability / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 519, CCS2018-47, pp. 7-10, March 2019. |
Paper # |
CCS2018-47 |
Date of Issue |
2019-03-19 (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) |
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CCS2018-47 |
Conference Information |
Committee |
CCS |
Conference Date |
2019-03-26 - 2019-03-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
NICT, Koganei, Tokyo |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Natural Computing, etc. |
Paper Information |
Registration To |
CCS |
Conference Code |
2019-03-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Various synchronization phenomena in digital spiking neural networks |
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spiking neural networks |
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synchronization |
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stability |
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1st Author's Name |
Yuya Oishi |
1st Author's Affiliation |
Hosei University (Hosei Univ.) |
2nd Author's Name |
Hiroaki Uchida |
2nd Author's Affiliation |
Hosei University (Hosei Univ.) |
3rd Author's Name |
Tosimichi Saito |
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Hosei University (Hosei Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-03-26 13:30:00 |
Presentation Time |
20 minutes |
Registration for |
CCS |
Paper # |
CCS2018-47 |
Volume (vol) |
vol.118 |
Number (no) |
no.519 |
Page |
pp.7-10 |
#Pages |
4 |
Date of Issue |
2019-03-19 (CCS) |
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