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| Presentation | 2012-10-05 15:45 Spike-based computation based on pulse-coupled phase oscillators toward its LSI implementation Kenji Matsuzaka, Hideki Tanaka, Satoru Ohkubo, Takashi Tohara, Takashi Morie (KIT)  NC2012-58 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In order to achieve brain-like intelligent information processing systems, we study time-domain analog computation approaches using continuous-time nonlinear dynamics with asynchronous spike pulses. We propose a spike-based computation approach based on pulse-coupled phase oscillators, which is known as a model of periodically firing neurons. We show CMOS LSI implementation results of a pulse-coupled phase oscillator system using three-state phase response functions, and apply the proposed approach to a coupled Markov Random Field (MRF) model performing coarse image region segmentation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | spike-based computation / pulse-coupled oscillator / coupled MRF model / coarse image region segmentation / LSI implementation / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 227, NC2012-58, pp. 127-132, Oct. 2012. | |
| Paper # | NC2012-58 | |
| Date of Issue | 2012-09-27 (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 | NC2012-58 |
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| Conference Information | |
| Committee | NC |
| Conference Date | 2012-10-04 - 2012-10-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology (Wakamatsu Campus) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Implementation of neurocomputing, modeling for human science, and general |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2012-10-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spike-based computation based on pulse-coupled phase oscillators toward its LSI implementation |
| Sub Title (in English) | |
| Keyword(1) | spike-based computation |
| Keyword(2) | pulse-coupled oscillator |
| Keyword(3) | coupled MRF model |
| Keyword(4) | coarse image region segmentation |
| Keyword(5) | LSI implementation |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kenji Matsuzaka |
| 1st Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 2nd Author's Name | Hideki Tanaka |
| 2nd Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 3rd Author's Name | Satoru Ohkubo |
| 3rd Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 4th Author's Name | Takashi Tohara |
| 4th Author's Affiliation | Kyushu Institute of Technology (KIT) |
| 5th Author's Name | Takashi Morie |
| 5th Author's Affiliation | Kyushu Institute of Technology (KIT) |
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| Speaker | Author-1 |
| Date Time | 2012-10-05 15:45:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2012-58 |
| Volume (vol) | vol.112 |
| Number (no) | no.227 |
| Page | pp.127-132 |
| #Pages | 6 |
| Date of Issue | 2012-09-27 (NC) |
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