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| Presentation | 2023-02-07 15:35 [Invited Talk] Temperature Dependence of Information Processing Performance of Ionic Liquid Type Intelligent Connection Device Masakazu Kobayashi (NAGASE), Hisashi Shima, Yasuhisa Naitoh, Hiroyuki Akinaga (AIST), Dan Sato, Takuma Matsuo, Masaharu Yonezawa, Kentaro Kinoshita (TUS), Toshiyuki Itoh (Toyota Phys. & Chem. Res. Inst.), Toshiki Nokami (Tottori Univ), Yasumitsu Orii (NAGASE)  SDM2022-91 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The amount of the calculation cost of AI training increases exponentially, and this causes an increase in power consumption. We propose an Intelligent Connection (IConnect) Device which is the interconnect with AI processing capability mimicking biological synapse connection in brain. We investigated the possibility of applying the IConnect Device in which the electrochemical reaction of metal ions in ionic liquids plays an important role to the feature extraction of time series data. Nonlinear output signals reflecting metal precipitation and dissolution in the ionic liquid were obtained, and the performance of the reservoir calculation was confirmed. We discuss the applicability of this device to the interconnect technology where the information processing method changes depending on the surrounding environment based on the difference in electrochemical reaction at different temperatures like the learning of living organisms. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Intelligent Connection Device / Ionic Liquids / Physical Reservoir / Electrochemical Reaction / Non Von Neumann Computing / Low Power Consumption / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 377, SDM2022-91, pp. 27-32, Feb. 2023. | |
| Paper # | SDM2022-91 | |
| Date of Issue | 2023-01-31 (SDM) | |
| 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 | SDM2022-91 |
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| Conference Information | |
| Committee | SDM |
| Conference Date | 2023-02-07 - 2023-02-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | SDM |
| Conference Code | 2023-02-SDM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Temperature Dependence of Information Processing Performance of Ionic Liquid Type Intelligent Connection Device |
| Sub Title (in English) | |
| Keyword(1) | Intelligent Connection Device |
| Keyword(2) | Ionic Liquids |
| Keyword(3) | Physical Reservoir |
| Keyword(4) | Electrochemical Reaction |
| Keyword(5) | Non Von Neumann Computing |
| Keyword(6) | Low Power Consumption |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Masakazu Kobayashi |
| 1st Author's Affiliation | NAGASE&CO.,LTD (NAGASE) |
| 2nd Author's Name | Hisashi Shima |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 3rd Author's Name | Yasuhisa Naitoh |
| 3rd Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 4th Author's Name | Hiroyuki Akinaga |
| 4th Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 5th Author's Name | Dan Sato |
| 5th Author's Affiliation | Tokyo University of Science (TUS) |
| 6th Author's Name | Takuma Matsuo |
| 6th Author's Affiliation | Tokyo University of Science (TUS) |
| 7th Author's Name | Masaharu Yonezawa |
| 7th Author's Affiliation | Tokyo University of Science (TUS) |
| 8th Author's Name | Kentaro Kinoshita |
| 8th Author's Affiliation | Tokyo University of Science (TUS) |
| 9th Author's Name | Toshiyuki Itoh |
| 9th Author's Affiliation | Toyota Physical and Chemical Research Institute (Toyota Phys. & Chem. Res. Inst.) |
| 10th Author's Name | Toshiki Nokami |
| 10th Author's Affiliation | Tottori University (Tottori Univ) |
| 11th Author's Name | Yasumitsu Orii |
| 11th Author's Affiliation | NAGASE&CO.,LTD (NAGASE) |
| Speaker | Author-1 |
| Date Time | 2023-02-07 15:35:00 |
| Presentation Time | 40 minutes |
| Registration for | SDM |
| Paper # | SDM2022-91 |
| Volume (vol) | vol.122 |
| Number (no) | no.377 |
| Page | pp.27-32 |
| #Pages | 6 |
| Date of Issue | 2023-01-31 (SDM) |
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