Presentation 2004/11/20
Toward formalization of the brain like processing and its computational architecture : A trial of immediate functional parts combination based on task recognition
Takashi Omori, Akitoshi Ogawa, Koichiro Yamauchi,
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Abstract(in English) Brain like computing is a concept to realize novel information processing system by analyzing real existing intelligence of brain. Though the word once focused attention in relation to brain learning ability, it is not attracting recently. However, recent research progress in neural hardware and software is now opening a path for new turn. So, in this paper, we first discuss about macroscopic features that the brain like processing should possess. And next, we propose a learning architecture of brain higher level learning in which new processing is quickly found based on reuse of past experience and knowledge. In the course, we focus on a meta learning behavior that is widely observed as a substrate of cognitive development and analyze the meta learning from a view of computational system. Then, we discuss on the feature and ability of the proposed brain like computation architecture focusing on the reuse of past experience and knowledge as its essential component.
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Keyword(in English) Brain like processing / Formulization / Knowledge reuse / Functional parts combination
Paper # NLP2004-79,NC2004-95
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Committee NC
Conference Date 2004/11/20(1days)
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Registration To Neurocomputing (NC)
Language JPN
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Title (in English) Toward formalization of the brain like processing and its computational architecture : A trial of immediate functional parts combination based on task recognition
Sub Title (in English)
Keyword(1) Brain like processing
Keyword(2) Formulization
Keyword(3) Knowledge reuse
Keyword(4) Functional parts combination
1st Author's Name Takashi Omori
1st Author's Affiliation Graduate School of Computer Science and Technology, Hokkaido University()
2nd Author's Name Akitoshi Ogawa
2nd Author's Affiliation Graduate School of Computer Science and Technology, Hokkaido University
3rd Author's Name Koichiro Yamauchi
3rd Author's Affiliation Graduate School of Computer Science and Technology, Hokkaido University
Date 2004/11/20
Paper # NLP2004-79,NC2004-95
Volume (vol) vol.104
Number (no) 474
Page pp.pp.-
#Pages 6
Date of Issue