Abstract
Brain-inspired Computing Architecture (Bri CA) is a generic software platform for modular composition of machine learning algorithms. It can combine and schedule an arbitrary number of machine learning components in a brain-inspired fashion to construct higher level structures such as cognitive architectures. We would like to report and discuss the core concepts of Bri CA version 1 and prospects toward future development.
| Original language | English |
|---|---|
| Title of host publication | Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings |
| Publisher | Springer Verlag |
| Pages | 334-341 |
| Number of pages | 8 |
| Volume | 9947 LNCS |
| ISBN (Print) | 9783319466866 |
| DOIs | |
| Publication status | Published - 2016 |
| Event | 23rd International Conference on Neural Information Processing, ICONIP 2016 - Kyoto, Japan Duration: 2016 Oct 16 → 2016 Oct 21 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 9947 LNCS |
| ISSN (Print) | 03029743 |
| ISSN (Electronic) | 16113349 |
Other
| Other | 23rd International Conference on Neural Information Processing, ICONIP 2016 |
|---|---|
| Country | Japan |
| City | Kyoto |
| Period | 16/10/16 → 16/10/21 |
Fingerprint
Keywords
- Cognitive architecture
- Machine learning
- Modularity
- Software platform
- The whole brain architecture
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science(all)
Cite this
Bri CA : A modular software platform for whole brain architecture. / Itaya, Kotone; Takahashi, Koichi; Nakamura, Masayoshi; Koizumi, Moriyoshi; Arakawa, Naoya; Tomita, Masaru; Yamakawa, Hiroshi.
Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Vol. 9947 LNCS Springer Verlag, 2016. p. 334-341 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9947 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Bri CA
T2 - A modular software platform for whole brain architecture
AU - Itaya, Kotone
AU - Takahashi, Koichi
AU - Nakamura, Masayoshi
AU - Koizumi, Moriyoshi
AU - Arakawa, Naoya
AU - Tomita, Masaru
AU - Yamakawa, Hiroshi
PY - 2016
Y1 - 2016
N2 - Brain-inspired Computing Architecture (Bri CA) is a generic software platform for modular composition of machine learning algorithms. It can combine and schedule an arbitrary number of machine learning components in a brain-inspired fashion to construct higher level structures such as cognitive architectures. We would like to report and discuss the core concepts of Bri CA version 1 and prospects toward future development.
AB - Brain-inspired Computing Architecture (Bri CA) is a generic software platform for modular composition of machine learning algorithms. It can combine and schedule an arbitrary number of machine learning components in a brain-inspired fashion to construct higher level structures such as cognitive architectures. We would like to report and discuss the core concepts of Bri CA version 1 and prospects toward future development.
KW - Cognitive architecture
KW - Machine learning
KW - Modularity
KW - Software platform
KW - The whole brain architecture
UR - http://www.scopus.com/inward/record.url?scp=84992665498&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84992665498&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-46687-3_37
DO - 10.1007/978-3-319-46687-3_37
M3 - Conference contribution
AN - SCOPUS:84992665498
SN - 9783319466866
VL - 9947 LNCS
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 334
EP - 341
BT - Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings
PB - Springer Verlag
ER -