| Paper Abstract and Keywords |
| Presentation |
2022-12-03 14:20
Action Generation for Home Service Robots by Hippocampus Model with Memory Accumulation and Recall Functions Akinobu Mizutani, Ichiro Kawashima, Yuichiro Tanaka, Hakaru Tamukoh, Katsumi Tateno, Osamu Nomura, Takashi Morie (Kyutech) MBE2022-37 NC2022-59 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper proposes a brain-inspired artificial intelligence model inspired by brain functions related to the representation and memory of a place and experiences of a robot. The hippocampus is related to episodic memory; cells that fire depending on the path are found in the hippocampus, and the cells used for navigation are found in the entorhinal cortex of rats. In this paper, we propose the brain-inspired model that aims to acquire path information with object information and generate actions of home service robots. We show the ability of the proposed model using software simulation with the physical robot. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
hippocampus / brain-inspired artificial intelligence / episodic memory / home service robot / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 122, no. 292, NC2022-59, pp. 68-73, Dec. 2022. |
| Paper # |
NC2022-59 |
| Date of Issue |
2022-11-26 (MBE, NC) |
| 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 |
MBE2022-37 NC2022-59 |
| Conference Information |
| Committee |
MBE NC |
| Conference Date |
2022-12-03 - 2022-12-03 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Osaka Electro-Communication University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
NC, ME, etc. |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2022-12-MBE-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Action Generation for Home Service Robots by Hippocampus Model with Memory Accumulation and Recall Functions |
| Sub Title (in English) |
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| Keyword(1) |
hippocampus |
| Keyword(2) |
brain-inspired artificial intelligence |
| Keyword(3) |
episodic memory |
| Keyword(4) |
home service robot |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Akinobu Mizutani |
| 1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 2nd Author's Name |
Ichiro Kawashima |
| 2nd Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 3rd Author's Name |
Yuichiro Tanaka |
| 3rd Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 4th Author's Name |
Hakaru Tamukoh |
| 4th Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 5th Author's Name |
Katsumi Tateno |
| 5th Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 6th Author's Name |
Osamu Nomura |
| 6th Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
| 7th Author's Name |
Takashi Morie |
| 7th Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
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| Speaker |
Author-1 |
| Date Time |
2022-12-03 14:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
MBE2022-37, NC2022-59 |
| Volume (vol) |
vol.122 |
| Number (no) |
no.291(MBE), no.292(NC) |
| Page |
pp.68-73 |
| #Pages |
6 |
| Date of Issue |
2022-11-26 (MBE, NC) |