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Paper Abstract and Keywords
Presentation 2007-11-18 16:20
[Invited Talk] An integrated circuit and characteristics of the Burst ID neural network
Koji Nakajima, Shinya Suenaga, Akari Sato, Takahiro Sota, Yoshihiro Hayakawa (Tohoku Univ.) NC2007-63
Abstract (in Japanese) (See Japanese page) 
(in English) We report the characteristics of a neural network comprising neuron units with bursting, and its integrated circuit that is fabricated and measured successfully. We explain the characteristics of the single unit with a particle motion on a potential with active areas. The equations of the units are closely connected with the Hodgkin-Huxley equations. The network with the neuron units is able to solve combinatorial optimization problems with a high success rate, because the energy function is approximately obtained for the network. The fabricated silicon IC operates and suggests an application for information processing.
Keyword (in Japanese) (See Japanese page) 
(in English) IC / Neural Network / Bursting / Potential / Optimization Problem / Hodgkin-Huxley Eqs. / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 328, NC2007-63, pp. 49-54, Nov. 2007.
Paper # NC2007-63 
Date of Issue 2007-11-11 (NC) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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 NC2007-63

Conference Information
Committee NC  
Conference Date 2007-11-18 - 2007-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Saga Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) neuro-hardware, and general 
Paper Information
Registration To NC 
Conference Code 2007-11-NC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An integrated circuit and characteristics of the Burst ID neural network 
Sub Title (in English)  
Keyword(1) IC  
Keyword(2) Neural Network  
Keyword(3) Bursting  
Keyword(4) Potential  
Keyword(5) Optimization Problem  
Keyword(6) Hodgkin-Huxley Eqs.  
Keyword(7)  
Keyword(8)  
1st Author's Name Koji Nakajima  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Shinya Suenaga  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Akari Sato  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
4th Author's Name Takahiro Sota  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Yoshihiro Hayakawa  
5th Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker
Date Time 2007-11-18 16:20:00 
Presentation Time 60 
Registration for NC 
Paper # IEICE-NC2007-63 
Volume (vol) IEICE-107 
Number (no) no.328 
Page pp.49-54 
#Pages IEICE-6 
Date of Issue IEICE-NC-2007-11-11 


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