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Paper Abstract and Keywords
Presentation 2008-03-14 13:40
Temporal and Operant Learning Models by Neural System
Yukifumi Shigematsu (Ehime Univ.) NC2007-193
Abstract (in Japanese) (See Japanese page) 
(in English) Brain or central nerve system is a kind of information processing system which is differ from artificial computer one. A computer system has been made good progress by using the high-speed LSI technology and mass storage, however a nerve system has a slow-speed processing neuron and nonlinear element which can treats real-time information processing. In this paper, we discuss about some dynamic or predictive functions in a nerve system , and propose models of a pulse neuron model, a temporal learning rule and a operant learning method of a neuron network. By using these rule and method, we proposed a temporal sequence associative memory network and an optimal action learning process.
Keyword (in Japanese) (See Japanese page) 
(in English) Synaptic plasticity / STDP / Temporal association / Reinforcement learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 542, NC2007-193, pp. 479-484, March 2008.
Paper # NC2007-193 
Date of Issue 2008-03-05 (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 NC2007-193

Conference Information
Committee NC MBE  
Conference Date 2008-03-12 - 2008-03-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa Univ 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2008-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Temporal and Operant Learning Models by Neural System 
Sub Title (in English)  
Keyword(1) Synaptic plasticity  
Keyword(2) STDP  
Keyword(3) Temporal association  
Keyword(4) Reinforcement learning  
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1st Author's Name Yukifumi Shigematsu  
1st Author's Affiliation Ehime University (Ehime Univ.)
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Speaker Author-1 
Date Time 2008-03-14 13:40:00 
Presentation Time 20 minutes 
Registration for NC 
Paper # NC2007-193 
Volume (vol) vol.107 
Number (no) no.542 
Page pp.479-484 
#Pages 6 
Date of Issue 2008-03-05 (NC) 

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