A Generic Software Platform for Brain-inspired Cognitive Computing

Koichi Takahashi; Kotone Itaya; Masayoshi Nakamura; Moriyoshi Koizumi; Naoya Arakawa; Masaru Tomita; Hiroshi Yamakawa

doi:10.1016/j.procs.2015.12.185

A Generic Software Platform for Brain-inspired Cognitive Computing

Koichi Takahashi, Kotone Itaya, Masayoshi Nakamura, Moriyoshi Koizumi, Naoya Arakawa, Masaru Tomita, Hiroshi Yamakawa

Faculty of Environment and Information Studies

Research output: Contribution to journal › Conference article › peer-review

6 Citations (Scopus)

Abstract

We have been developing BriCA (Brain-inspired Computing Architecture), the generic software platform that can combine an arbitrary number of machine learning modules to construct higher structures such as cognitive architectures inspired by the brain. We discuss requirements analysis and design principles of this cognitive computing platform, report its implementation, and describe plans for further development.

Original language	English
Pages (from-to)	31-37
Number of pages	7
Journal	Procedia Computer Science
Volume	71
DOIs	https://doi.org/10.1016/j.procs.2015.12.185
Publication status	Published - 2015
Event	6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015 - Lyon, France Duration: 2015 Nov 6 → 2015 Nov 8

Keywords

cognitive architecture
machine learning
modularity
software platform
the whole brain architecture

ASJC Scopus subject areas

Computer Science(all)

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10.1016/j.procs.2015.12.185

Cite this

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title = "A Generic Software Platform for Brain-inspired Cognitive Computing",

abstract = "We have been developing BriCA (Brain-inspired Computing Architecture), the generic software platform that can combine an arbitrary number of machine learning modules to construct higher structures such as cognitive architectures inspired by the brain. We discuss requirements analysis and design principles of this cognitive computing platform, report its implementation, and describe plans for further development.",

keywords = "cognitive architecture, machine learning, modularity, software platform, the whole brain architecture",

author = "Koichi Takahashi and Kotone Itaya and Masayoshi Nakamura and Moriyoshi Koizumi and Naoya Arakawa and Masaru Tomita and Hiroshi Yamakawa",

note = "Publisher Copyright: {\textcopyright} 2015 The Authors.; 6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015 ; Conference date: 06-11-2015 Through 08-11-2015",

year = "2015",

doi = "10.1016/j.procs.2015.12.185",

language = "English",

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T1 - A Generic Software Platform for Brain-inspired Cognitive Computing

AU - Takahashi, Koichi

AU - Itaya, Kotone

AU - Nakamura, Masayoshi

AU - Koizumi, Moriyoshi

AU - Arakawa, Naoya

AU - Tomita, Masaru

AU - Yamakawa, Hiroshi

PY - 2015

Y1 - 2015

N2 - We have been developing BriCA (Brain-inspired Computing Architecture), the generic software platform that can combine an arbitrary number of machine learning modules to construct higher structures such as cognitive architectures inspired by the brain. We discuss requirements analysis and design principles of this cognitive computing platform, report its implementation, and describe plans for further development.

AB - We have been developing BriCA (Brain-inspired Computing Architecture), the generic software platform that can combine an arbitrary number of machine learning modules to construct higher structures such as cognitive architectures inspired by the brain. We discuss requirements analysis and design principles of this cognitive computing platform, report its implementation, and describe plans for further development.

KW - cognitive architecture

KW - machine learning

KW - modularity

KW - software platform

KW - the whole brain architecture

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U2 - 10.1016/j.procs.2015.12.185

DO - 10.1016/j.procs.2015.12.185

M3 - Conference article

AN - SCOPUS:84962705515

SN - 1877-0509

VL - 71

SP - 31

EP - 37

JO - Procedia Computer Science

JF - Procedia Computer Science

T2 - 6th Annual International Conference on Biologically Inspired Cognitive Architectures, BICA 2015

Y2 - 6 November 2015 through 8 November 2015

ER -

A Generic Software Platform for Brain-inspired Cognitive Computing

Abstract

Keywords

ASJC Scopus subject areas

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