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| Presentation | 2011-01-27 09:30 Activation Function in Optical Label Processing Using Complex-Valued Neural Network Kengo Mizote, Hiroki Kishikawa, Nobuo Goto, Shin-ichiro Yanagiya (Univ of Tokushima)  PN2010-32 OPE2010-145 LQE2010-130 Link to ES Tech. Rep. Archives: OPE2010-145 LQE2010-130 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Optical neural-network circuit to recognize BPSK labels for photonic label routing is proposed, which consists of optical amplifiers, phase shifters and nonlinear threshold devices. Parameters in these devices are learned with back-propagation of teacher signals. The dependence of input-to-output characteristics on the activation function in the neural-network circuit is investigated by computer simulation. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Complex-Valued Neural Network / Optical label recognition / Activation Function / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 110, no. 395, OPE2010-145, pp. 7-12, Jan. 2011. | |
| Paper # | OPE2010-145 | |
| Date of Issue | 2011-01-20 (PN, OPE, LQE) | |
| 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 | PN2010-32 OPE2010-145 LQE2010-130 Link to ES Tech. Rep. Archives: OPE2010-145 LQE2010-130 |
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| Conference Information | |
| Committee | OPE EMT LQE PN IEE-EMT |
| Conference Date | 2011-01-27 - 2011-01-28 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | OPE |
| Conference Code | 2011-01-OPE-EMT-LQE-PN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Activation Function in Optical Label Processing Using Complex-Valued Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Complex-Valued Neural Network |
| Keyword(2) | Optical label recognition |
| Keyword(3) | Activation Function |
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| 1st Author's Name | Kengo Mizote |
| 1st Author's Affiliation | University of Tokushima (Univ of Tokushima) |
| 2nd Author's Name | Hiroki Kishikawa |
| 2nd Author's Affiliation | University of Tokushima (Univ of Tokushima) |
| 3rd Author's Name | Nobuo Goto |
| 3rd Author's Affiliation | University of Tokushima (Univ of Tokushima) |
| 4th Author's Name | Shin-ichiro Yanagiya |
| 4th Author's Affiliation | University of Tokushima (Univ of Tokushima) |
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| Speaker | Author-1 |
| Date Time | 2011-01-27 09:30:00 |
| Presentation Time | 25 minutes |
| Registration for | OPE |
| Paper # | PN2010-32, OPE2010-145, LQE2010-130 |
| Volume (vol) | vol.110 |
| Number (no) | no.394(PN), no.395(OPE), no.396(LQE) |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2011-01-20 (PN, OPE, LQE) |
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