Paper Abstract and Keywords |
Presentation |
2018-11-23 14:30
Digital Spiking Neural Net and approximation of spike-train Hiroaki Uchida, Toshimichi Saito (HU) CCS2018-44 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper considers a ring-coupled digital spiking neural network and its hardware implementation. Depending on parameters, the network can realize multi-phase synchronization of periodic spike-trains. Applying a time dependent selection switching, the network outputs a variety of periodic spike-trains. Applying a dynamic WTA switching rule, a target spike-train can be approximated automatically. The network is a digital dynamical system and is suitable for FPGA based hardware implementation. A test circuit is implemented in a FPGA board by the Verilog and typical multi-phase synchronization phenomena are confirmed experimentally. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
spiking neuron / synchronization / time series approximation / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 316, CCS2018-44, pp. 61-65, Nov. 2018. |
Paper # |
CCS2018-44 |
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) |
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CCS2018-44 |
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 |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Digital Spiking Neural Net and approximation of spike-train |
Sub Title (in English) |
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spiking neuron |
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synchronization |
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time series approximation |
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1st Author's Name |
Hiroaki Uchida |
1st Author's Affiliation |
Hosei University (HU) |
2nd Author's Name |
Toshimichi Saito |
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Hosei University (HU) |
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Speaker |
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Date Time |
2018-11-23 14:30:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2018-44 |
Volume (vol) |
vol.118 |
Number (no) |
no.316 |
Page |
pp.61-65 |
#Pages |
5 |
Date of Issue |
2018-11-15 (CCS) |
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