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Paper Abstract and Keywords
Presentation 2021-11-19 10:20
Network of neuron models based on ergodic cellular automaton
Haruto Suzuki, Hiroyuki Torikai (Hosei Univ.) CCS2021-26
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, a novel network of neuron models based on ergodic cellular automaton and a learning algorithm for the network are proposed.
It is shown that the learning algorithm enables the network to mimic input-output spike relations recorded from a network of differential equation neuron models and to have generalization ability.
Furthermore, the proposed network and the learning algorithm are implemented on a field programmable gate array (FPGA) and it is shown that the network can realize the learning function on the FPGA.
Keyword (in Japanese) (See Japanese page) 
(in English) Neural dynamics / Neuromorphic electrical circuit / 0n-chip learning / Neural prosthesis / / / /  
Reference Info. IEICE Tech. Rep., vol. 121, no. 253, CCS2021-26, pp. 49-54, Nov. 2021.
Paper # CCS2021-26 
Date of Issue 2021-11-11 (CCS) 
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 CCS2021-26

Conference Information
Committee CCS  
Conference Date 2021-11-18 - 2021-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Osaka Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CCS 
Conference Code 2021-11-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Network of neuron models based on ergodic cellular automaton 
Sub Title (in English)  
Keyword(1) Neural dynamics  
Keyword(2) Neuromorphic electrical circuit  
Keyword(3) 0n-chip learning  
Keyword(4) Neural prosthesis  
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1st Author's Name Haruto Suzuki  
1st Author's Affiliation Hosei University (Hosei Univ.)
2nd Author's Name Hiroyuki Torikai  
2nd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2021-11-19 10:20:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2021-26 
Volume (vol) vol.121 
Number (no) no.253 
Page pp.49-54 
#Pages
Date of Issue 2021-11-11 (CCS) 


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