Paper Abstract and Keywords |
Presentation |
2017-06-24 10:20
Synchronization and stability of digital spiking neurons Hiroaki Uchida, Tomoki Hamaguchi, Toshimichi Saito (Hosei Univ.) NC2017-15 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The digital spiking neuron(DSN) is constructed by two shift-resistors connected by a wiring. Depending on the wiring pattern, the DSN can generate a variety of periodic spike-trains. The spike-trains are applicable to image segmentation, spike-based communication, and so on. This paper introduces basic dynamics of the DSN and
presents a ring-coupled system of the DSN. The coupled system can exhibit in-phase and multi-phase synchronization phenomena. Using typical example of the coupled systems, verilog simulation is performed and synchronization phenomena are confirmed. Stability of the synchronization phenomena is also considered. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Spiking neurons / Shift registers / Synchronization / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 109, NC2017-15, pp. 105-108, June 2017. |
Paper # |
NC2017-15 |
Date of Issue |
2017-06-16 (NC) |
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 |
NC2017-15 |
Conference Information |
Committee |
NC IPSJ-BIO IBISML IPSJ-MPS |
Conference Date |
2017-06-23 - 2017-06-25 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Institute of Science and Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Machine Learning Approach to Biodata Mining, and General |
Paper Information |
Registration To |
NC |
Conference Code |
2017-06-NC-BIO-IBISML-MPS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Synchronization and stability of digital spiking neurons |
Sub Title (in English) |
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Keyword(1) |
Spiking neurons |
Keyword(2) |
Shift registers |
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Synchronization |
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1st Author's Name |
Hiroaki Uchida |
1st Author's Affiliation |
Hosei University (Hosei Univ.) |
2nd Author's Name |
Tomoki Hamaguchi |
2nd Author's Affiliation |
Hosei University (Hosei Univ.) |
3rd Author's Name |
Toshimichi Saito |
3rd Author's Affiliation |
Hosei University (Hosei Univ.) |
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Speaker |
Author-1 |
Date Time |
2017-06-24 10:20:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2017-15 |
Volume (vol) |
vol.117 |
Number (no) |
no.109 |
Page |
pp.105-108 |
#Pages |
4 |
Date of Issue |
2017-06-16 (NC) |
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