Paper Abstract and Keywords |
Presentation |
2007-01-26 12:00
Development of Self-organizing Parallel Processing Method based on modular network SOM Seiya Hayashida, Kazuhiro Tokunaga, Tetsuo Furukawa (KIT) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper aims to develop a novel style of parallel processing method based on self-organizing map (SOM) with modular network structure (mnSOM). The mnSOM is a generalization of SOM in which all reference vector units are replaced by a set of functional modules of neural networks. Therefore, the architecture of mnSOM is suitable for parallel processing. Here we report two types of implementation of parallel processing algorithm of mnSOM, i.e., synchronous and asynchronous types. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
modular network SOM / self-organizing map / mnSOM / parallel processing / MPI / / / |
Reference Info. |
IEICE Tech. Rep., vol. 106, no. 501, NC2006-107, pp. 41-46, Jan. 2007. |
Paper # |
NC2006-107 |
Date of Issue |
2007-01-19 (NC) |
ISSN |
Print edition: ISSN 0913-5685 |
Download PDF |
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Conference Information |
Committee |
NC |
Conference Date |
2007-01-25 - 2007-01-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Noboribetsu Manseikaku(Noboribetsu) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Neural Network Image Restoration and General |
Paper Information |
Registration To |
NC |
Conference Code |
2007-01-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Development of Self-organizing Parallel Processing Method based on modular network SOM |
Sub Title (in English) |
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Keyword(1) |
modular network SOM |
Keyword(2) |
self-organizing map |
Keyword(3) |
mnSOM |
Keyword(4) |
parallel processing |
Keyword(5) |
MPI |
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1st Author's Name |
Seiya Hayashida |
1st Author's Affiliation |
Kyushu Institute of Technology (KIT) |
2nd Author's Name |
Kazuhiro Tokunaga |
2nd Author's Affiliation |
Kyushu Institute of Technology (KIT) |
3rd Author's Name |
Tetsuo Furukawa |
3rd Author's Affiliation |
Kyushu Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2007-01-26 12:00:00 |
Presentation Time |
20 minutes |
Registration for |
NC |
Paper # |
NC2006-107 |
Volume (vol) |
vol.106 |
Number (no) |
no.501 |
Page |
pp.41-46 |
#Pages |
6 |
Date of Issue |
2007-01-19 (NC) |