| Paper Abstract and Keywords |
| Presentation |
2012-01-24 09:20
Asynchronous sequential logic synapse model and its spike-timing dependent plasticity Takumi Uramoto, Hiroyuki Torikai (Osaka Univ.) NLP2011-134 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We propose a synapse model which can exhibit a spike-timing dependent plasticity (STDP). Inspired by biophysical models, we introduce dynamics of intracellular calcium to our model in order to reproduce not only conventional pair-based STDP but also spike triplets-based STDP. We confirm our model can reproduce experimental data in hippocampal slice culture and layer 2/3 visual cortex. Also we confirm responses of our model are similar to that of biophysical mathematical models. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Synaptic plasticity / STDP / LTP / Logic circuit / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 111, no. 395, NLP2011-134, pp. 57-62, Jan. 2012. |
| Paper # |
NLP2011-134 |
| Date of Issue |
2012-01-16 (NLP) |
| 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 |
NLP2011-134 |
| Conference Information |
| Committee |
NLP |
| Conference Date |
2012-01-23 - 2012-01-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Aizu-keiko-do Hall |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2012-01-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Asynchronous sequential logic synapse model and its spike-timing dependent plasticity |
| Sub Title (in English) |
|
| Keyword(1) |
Synaptic plasticity |
| Keyword(2) |
STDP |
| Keyword(3) |
LTP |
| Keyword(4) |
Logic circuit |
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| 1st Author's Name |
Takumi Uramoto |
| 1st Author's Affiliation |
Osaka University (Osaka Univ.) |
| 2nd Author's Name |
Hiroyuki Torikai |
| 2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2012-01-24 09:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2011-134 |
| Volume (vol) |
vol.111 |
| Number (no) |
no.395 |
| Page |
pp.57-62 |
| #Pages |
6 |
| Date of Issue |
2012-01-16 (NLP) |