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Paper Abstract and Keywords
Presentation 2018-11-05 15:10
[Poster Presentation] A Self-Organization Model Developing Higher Order Units by Self-Test Learning
Akira Date, Shunsuke Hanai (Univ. of Miyazaki)
Abstract (in Japanese) (See Japanese page) 
(in English) We have carried out computer simulation studies of a self-organizing network Geman-Davis model in which the number of units increases with time.
The purpose of the network is to discover regularities in the inputs.
To investigate the model, we have applied it to a classical $8 times 8$ image world in which random horizontal and vertical lines are presented.
In the presentation, we will show the ability of the model to create useful internal representation.
This model was proposed a few yares before the inventions of Bolzmann machine and Markov random field formalisms for capturing complex environments.
We think it has a lot of interesting properties to study further.
Keyword (in Japanese) (See Japanese page) 
(in English) self-organziation / higher-order features / part-whole hierarchy / knowledge representation / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 284, IBISML2018-100, pp. 419-424, Nov. 2018.
Paper # IBISML2018-100 
Date of Issue 2018-10-29 (IBISML) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee IBISML  
Conference Date 2018-11-05 - 2018-11-07 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Citizens Activites Center (Kaderu 2.7) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Information-Based Induction Science Workshop (IBIS2018) 
Paper Information
Registration To IBISML 
Conference Code 2018-11-IBISML 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Self-Organization Model Developing Higher Order Units by Self-Test Learning 
Sub Title (in English)  
Keyword(1) self-organziation  
Keyword(2) higher-order features  
Keyword(3) part-whole hierarchy  
Keyword(4) knowledge representation  
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1st Author's Name Akira Date  
1st Author's Affiliation University of Miyazaki (Univ. of Miyazaki)
2nd Author's Name Shunsuke Hanai  
2nd Author's Affiliation University of Miyazaki (Univ. of Miyazaki)
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Speaker
Date Time 2018-11-05 15:10:00 
Presentation Time 180 
Registration for IBISML 
Paper # IEICE-IBISML2018-100 
Volume (vol) IEICE-118 
Number (no) no.284 
Page pp.419-424 
#Pages IEICE-6 
Date of Issue IEICE-IBISML-2018-10-29 


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