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| Presentation | 2023-03-17 15:25 Chaotic Response of Hardware Small World Neural Network with STDP Takuto Yamaguchi, Katsutoshi Saeki, Yoshiki Sasaki (Nihon Univ.)  MSS2022-106 NLP2022-151 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The role of chaotic activity in the brain function is still unclarified. However, it is possible to estimate the role by reproducing and analyzing by electronic circuits. In this paper, we constructed a hardware neural network with Spike Timing-Dependent synaptic Plasticity (STDP). As a result, it is clarified that all cell models involved directly in synaptic connections show chaotic firing by simulation at the same time and that the STDP model changes the firing waveform while keeping the chaotic phenomena. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Pulse-type Hardware Neuron Model / Small World Neural Network / Gap Junction / STDP / Synaptic Connection / Chaos / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 436, NLP2022-151, pp. 210-213, March 2023. | |
| Paper # | NLP2022-151 | |
| Date of Issue | 2023-03-08 (MSS, NLP) | |
| ISSN | 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 | MSS2022-106 NLP2022-151 |
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| Conference Information | |
| Committee | NLP MSS |
| Conference Date | 2023-03-15 - 2023-03-17 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NLP |
| Conference Code | 2023-03-NLP-MSS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Chaotic Response of Hardware Small World Neural Network with STDP |
| Sub Title (in English) | |
| Keyword(1) | Pulse-type Hardware Neuron Model |
| Keyword(2) | Small World Neural Network |
| Keyword(3) | Gap Junction |
| Keyword(4) | STDP |
| Keyword(5) | Synaptic Connection |
| Keyword(6) | Chaos |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takuto Yamaguchi |
| 1st Author's Affiliation | Nihon University (Nihon Univ.) |
| 2nd Author's Name | Katsutoshi Saeki |
| 2nd Author's Affiliation | Nihon University (Nihon Univ.) |
| 3rd Author's Name | Yoshiki Sasaki |
| 3rd Author's Affiliation | Nihon University (Nihon Univ.) |
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| Speaker | Author-1 |
| Date Time | 2023-03-17 15:25:00 |
| Presentation Time | 20 minutes |
| Registration for | NLP |
| Paper # | MSS2022-106, NLP2022-151 |
| Volume (vol) | vol.122 |
| Number (no) | no.435(MSS), no.436(NLP) |
| Page | pp.210-213 |
| #Pages | 4 |
| Date of Issue | 2023-03-08 (MSS, NLP) |
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