Paper Abstract and Keywords |
Presentation |
2015-11-09 12:55
Learning characteristics of a network of neuron model based on asynchronous bifurcation processor Kanata Isobe, Hiroyuki Torikai (Kyoto Sangyo Univ.) CCS2015-48 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
A novel network of asynchronous cellular automaton neuron models with spike timing dependent plasticity and a dopamine modification is presented.
It is shown that the presented model can reproduce typical synaptic changes observed in a reward learning of a network of ordinary differential equations neuron models. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Asynchronous Cellular Automaton / Spike-timing-dependent plasticity / FPGA / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 300, CCS2015-48, pp. 17-21, Nov. 2015. |
Paper # |
CCS2015-48 |
Date of Issue |
2015-11-02 (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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CCS2015-48 |
Conference Information |
Committee |
CCS |
Conference Date |
2015-11-09 - 2015-11-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Inamori Foundation Memorial Building, Kyoto Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Interaction and Communication, etc. |
Paper Information |
Registration To |
CCS |
Conference Code |
2015-11-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Learning characteristics of a network of neuron model based on asynchronous bifurcation processor |
Sub Title (in English) |
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Asynchronous Cellular Automaton |
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Spike-timing-dependent plasticity |
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FPGA |
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1st Author's Name |
Kanata Isobe |
1st Author's Affiliation |
Kyoto Sangyo University (Kyoto Sangyo Univ.) |
2nd Author's Name |
Hiroyuki Torikai |
2nd Author's Affiliation |
Kyoto Sangyo University (Kyoto Sangyo Univ.) |
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Speaker |
Author-1 |
Date Time |
2015-11-09 12:55:00 |
Presentation Time |
25 minutes |
Registration for |
CCS |
Paper # |
CCS2015-48 |
Volume (vol) |
vol.115 |
Number (no) |
no.300 |
Page |
pp.17-21 |
#Pages |
5 |
Date of Issue |
2015-11-02 (CCS) |