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Paper Abstract and Keywords
Presentation 2014-11-18 15:00
[Poster Presentation] Performance analysis of auto-associative neural networks on diluted modular networks
Toshiyuki Yamane (TRL), Gouhei Tanaka (Univ. Tokyo), Daiju Nakano (TRL), Ryosho Nakane (Univ. Tokyo), Yasunao Katayama (TRL)
Abstract (in Japanese) (See Japanese page) 
(in English) We report the performance analysis of auto-associative neural networks on modular structures.
We focus on the sparse modules to reduce the wiring complexity for hardware implementation.
The local iterative Hebbian rules is employed which can be applied to arbitrary network topologies and the relations between modular structures and auto-associative capability is investigated.
Keyword (in Japanese) (See Japanese page) 
(in English) auto-associative memory / iterative local Hebb rule / modular networks / dilution of networks / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 306, IBISML2014-82, pp. 351-356, Nov. 2014.
Paper # IBISML2014-82 
Date of Issue 2014-11-10 (IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee IBISML  
Conference Date 2014-11-17 - 2014-11-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagoya Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IBISML 
Conference Code 2014-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Performance analysis of auto-associative neural networks on diluted modular networks 
Sub Title (in English)  
Keyword(1) auto-associative memory  
Keyword(2) iterative local Hebb rule  
Keyword(3) modular networks  
Keyword(4) dilution of networks  
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1st Author's Name Toshiyuki Yamane  
1st Author's Affiliation IBM Research - Tokyo (TRL)
2nd Author's Name Gouhei Tanaka  
2nd Author's Affiliation The University of Tokyo (Univ. Tokyo)
3rd Author's Name Daiju Nakano  
3rd Author's Affiliation IBM Research - Tokyo (TRL)
4th Author's Name Ryosho Nakane  
4th Author's Affiliation The University of Tokyo (Univ. Tokyo)
5th Author's Name Yasunao Katayama  
5th Author's Affiliation IBM Research - Tokyo (TRL)
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Speaker
Date Time 2014-11-18 15:00:00 
Presentation Time 180 
Registration for IBISML 
Paper # IEICE-IBISML2014-82 
Volume (vol) IEICE-114 
Number (no) no.306 
Page pp.351-356 
#Pages IEICE-6 
Date of Issue IEICE-IBISML-2014-11-10 


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