| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2017-10-13 13:10 [Tutorial Lecture] Understanding Deep Neural Network to Solve the Technical and Social Issues Takahiro Kubo (TIS)  PRMU2017-92 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Deep learning leaves many achievements in fields such as images, and the scope of its application is expanding more and more. On the other hand, deep learning has a problem that it is difficult for people to understand what the learned model makes judgments based on what. This point is a problem from the viewpoint of doing business in cooperation with people and also ensuring the safety when executing the task by receiving a complete trust like a highly automated driving car. Therefore, in this presentation, we will introduce the recent studies that tried to clarify the grounds for deep learning decision. In addition, show the examples of its application. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Deep Neural Network / DNN / Visualization / Model Validation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 238, PRMU2017-92, pp. 167-168, Oct. 2017. | |
| Paper # | PRMU2017-92 | |
| Date of Issue | 2017-10-05 (PRMU) | |
| 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 | PRMU2017-92 |
|
| Conference Information | |
| Committee | PRMU |
| Conference Date | 2017-10-12 - 2017-10-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2017-10-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Understanding Deep Neural Network to Solve the Technical and Social Issues |
| Sub Title (in English) | |
| Keyword(1) | Deep Neural Network |
| Keyword(2) | DNN |
| Keyword(3) | Visualization |
| Keyword(4) | Model Validation |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takahiro Kubo |
| 1st Author's Affiliation | TIS (TIS) |
| 2nd Author's Name | |
| 2nd Author's Affiliation | () |
| 3rd Author's Name | |
| 3rd Author's Affiliation | () |
| 4th Author's Name | |
| 4th Author's Affiliation | () |
| 5th Author's Name | |
| 5th Author's Affiliation | () |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2017-10-13 13:10:00 |
| Presentation Time | 60 minutes |
| Registration for | PRMU |
| Paper # | PRMU2017-92 |
| Volume (vol) | vol.117 |
| Number (no) | no.238 |
| Page | pp.167-168 |
| #Pages | 2 |
| Date of Issue | 2017-10-05 (PRMU) |
[Return to Top Page]