Paper Abstract and Keywords |
Presentation |
2017-11-06 11:15
Toward the Brainmorphic Computing Pardigm Yoshihiko Horio (Tohoku Univ.) NLP2017-78 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
There have been worldwide attempts to realize an elaborated large-scale brain-inspired computer hardware system. However, these brain-inspired hardware only realize ordinary neuron and neural network models through advanced semiconductor device and circuit technologies; they do not really approach the brain using a non von Neumann or brain architecture. In order to solve current problems in realizing brain-inspired computing systems, this paper proposes a novel “Brainmorphic Computing” paradigm, which is based on recent results from brain science. The hardware based on this framework processes information through physical processes. In addition, for higher-order brain functions such as consciousness and self, complexity and unity (integration) should be embedded simultaneously. Furthermore, embodiment is also important factor for this paradigm. Through this constructive approach with the brainmorphic computing hardware, we aim at deciphering the brain architecture. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Brainmorphic computing / brain computing architecture / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 272, NLP2017-78, pp. 75-77, Nov. 2017. |
Paper # |
NLP2017-78 |
Date of Issue |
2017-10-29 (NLP) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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NLP2017-78 |
Conference Information |
Committee |
NLP |
Conference Date |
2017-11-05 - 2017-11-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Research Institute of Electrical Communication Tohoku University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Applications of nonlinear complex systems theory to existing nonlinear complex real-systems, etc |
Paper Information |
Registration To |
NLP |
Conference Code |
2017-11-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Toward the Brainmorphic Computing Pardigm |
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Brainmorphic computing |
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brain computing architecture |
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Yoshihiko Horio |
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Tohoku University (Tohoku Univ.) |
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Speaker |
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Date Time |
2017-11-06 11:15:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2017-78 |
Volume (vol) |
vol.117 |
Number (no) |
no.272 |
Page |
pp.75-77 |
#Pages |
3 |
Date of Issue |
2017-10-29 (NLP) |
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