Whole brain connectomic architecture to develop general artificial intelligence

被引:7
|
作者
Mizutani, Haruo [1 ,2 ]
Ueno, Michihiko [1 ,2 ]
Arakawa, Naoya [1 ,2 ]
Yamakawa, Hiroshi [1 ,2 ]
机构
[1] Whole Brain Architecture Initiat, Tokyo, Japan
[2] DwangoArtificial Intelligence Lab, Tokyo, Japan
关键词
connectome; general artificial intelligence; whole brain architecture; empirical neural circuits; efficient engineering;
D O I
10.1016/j.procs.2018.01.048
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Whole Brain Connectomic Architecture (WBCA) is defined as a software architecture of the artificial intelligence (AI) computing platform which consists of empirical neural circuit information in the entire brain. It is constructed with the aim of developing a general-purpose biologically plausible AI to exert brain-like multiple cognitive functions and behaviors in a computational system. We have developed and implemented several functional machine learning modules, based on open mouse connectomic infoi illation, which correspond to specific brain regions. WBCA can accelerate efficient engineering development of the intelligent machines built on the architecture of the biological nervous system. (C) 2018 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/) Peer-review under responsibility of the scientific committee of the 8th Annual International Conference on Biologically Inspired Cognitive Architectures
引用
收藏
页码:308 / 313
页数:6
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