Paper Abstract and Keywords |
Presentation |
2017-11-10 11:25
On a Classification Function of an Asynchronous Cellular Automaton Spiking Neural Network Taiki Naka, Hiroyuki Torikai (Kyoto Sangyo Univ.) CCS2017-29 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we consider a spike neural network consisting of asynchronous cellular automaton neurons, which has transmission delays. It is shown that the network exhibits various firing patterns such as polychronization. It is also shown the network can realize basic classification functions based on the polychronization. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Polychronization / Neuron / FPGA / Asynchronous cellular automaton / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 288, CCS2017-29, pp. 45-48, Nov. 2017. |
Paper # |
CCS2017-29 |
Date of Issue |
2017-11-02 (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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CCS2017-29 |
Conference Information |
Committee |
CCS |
Conference Date |
2017-11-09 - 2017-11-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Osaka Univ. |
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(See Japanese page) |
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Paper Information |
Registration To |
CCS |
Conference Code |
2017-11-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
On a Classification Function of an Asynchronous Cellular Automaton Spiking Neural Network |
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Polychronization |
Keyword(2) |
Neuron |
Keyword(3) |
FPGA |
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Asynchronous cellular automaton |
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1st Author's Name |
Taiki Naka |
1st Author's Affiliation |
Kyoto Sangyo University (Kyoto Sangyo Univ.) |
2nd Author's Name |
Hiroyuki Torikai |
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Kyoto Sangyo University (Kyoto Sangyo Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-11-10 11:25:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2017-29 |
Volume (vol) |
vol.117 |
Number (no) |
no.288 |
Page |
pp.45-48 |
#Pages |
4 |
Date of Issue |
2017-11-02 (CCS) |