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| Paper Abstract and Keywords | ||
| Presentation | 2022-05-13 11:10 [Special Invited Talk] Toward Development of Deep Unfolding-Based Versatile Framework for Systems Design Masaki Ogura (Osaka Univ.)  CS2022-4 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Deep unfolding is a method for parameter adjustment based on deep learning-oriented techniques to accelerate the convergence of iterative algorithms. The high efficiency of this method has been demonstrated in various fields, such as wireless signal processing. In this talk, the speaker will discuss his recent research attempts to use the deep unfolding technique to establish general-purpose control system design techniques. The speaker will use the average consensus problem in complex networks as an example. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | / / / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 14, CS2022-4, pp. 18-18, May 2022. | |
| Paper # | CS2022-4 | |
| Date of Issue | 2022-05-05 (CS) | |
| ISSN | 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 | CS2022-4 |
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| Conference Information | |
| Committee | CQ CS |
| Conference Date | 2022-05-12 - 2022-05-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Fukui (Fuku Pref.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Optical/Wireless Access and Their Integration, Communication Behavior, QoE and Psychology, Assessment / Measurement / Control / Optimization of Communication Quality, Network Services, Wireless Networks, MIMO/Diversity/Multiplexing Techniques, etc. |
| Paper Information | |
| Registration To | CS |
| Conference Code | 2022-05-CQ-CS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Toward Development of Deep Unfolding-Based Versatile Framework for Systems Design |
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| 1st Author's Name | Masaki Ogura |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-05-13 11:10:00 |
| Presentation Time | 40 minutes |
| Registration for | CS |
| Paper # | CS2022-4 |
| Volume (vol) | vol.122 |
| Number (no) | no.14 |
| Page | p.18 |
| #Pages | 1 |
| Date of Issue | 2022-05-05 (CS) |
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