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| Presentation | 2007-11-18 16:20 [Invited Talk] An integrated circuit and characteristics of the Burst ID neural network Koji Nakajima, Shinya Suenaga, Akari Sato, Takahiro Sota, Yoshihiro Hayakawa (Tohoku Univ.)  NC2007-63 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We report the characteristics of a neural network comprising neuron units with bursting, and its integrated circuit that is fabricated and measured successfully. We explain the characteristics of the single unit with a particle motion on a potential with active areas. The equations of the units are closely connected with the Hodgkin-Huxley equations. The network with the neuron units is able to solve combinatorial optimization problems with a high success rate, because the energy function is approximately obtained for the network. The fabricated silicon IC operates and suggests an application for information processing. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | IC / Neural Network / Bursting / Potential / Optimization Problem / Hodgkin-Huxley Eqs. / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 328, NC2007-63, pp. 49-54, Nov. 2007. | |
| Paper # | NC2007-63 | |
| Date of Issue | 2007-11-11 (NC) | |
| 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) | |
| Download PDF | NC2007-63 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2007-11-18 - 2007-11-19 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saga Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | neuro-hardware, and general |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2007-11-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An integrated circuit and characteristics of the Burst ID neural network |
| Sub Title (in English) | |
| Keyword(1) | IC |
| Keyword(2) | Neural Network |
| Keyword(3) | Bursting |
| Keyword(4) | Potential |
| Keyword(5) | Optimization Problem |
| Keyword(6) | Hodgkin-Huxley Eqs. |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Koji Nakajima |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Shinya Suenaga |
| 2nd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 3rd Author's Name | Akari Sato |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 4th Author's Name | Takahiro Sota |
| 4th Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 5th Author's Name | Yoshihiro Hayakawa |
| 5th Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | 1 |
| Date Time | 2007-11-18 16:20:00 |
| Presentation Time | 60 |
| Registration for | NC |
| Paper # | IEICE-NC2007-63 |
| Volume (vol) | IEICE-107 |
| Number (no) | no.328 |
| Page | pp.49-54 |
| #Pages | IEICE-6 |
| Date of Issue | IEICE-NC-2007-11-11 |
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