Paper Abstract and Keywords |
Presentation |
2022-08-02 15:30
The energy-accuracy trade-off in thresholding Nobumasa Ishida, Yoshihiko Hasegawa (Univ. Tokyo) NLP2022-36 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In the last decade, stochastic thermodynamics revealed that the accuracy of various information processing, from biological systems to semiconductor devices, is limited by the energy expenditure. We investigate the energy-accuracy trade-off in a new class of infromation processing, thresholding. The numerical experiment using the model following Langevin dynamics suggests the trade-off relationship. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Stochastic thermodynamics / Thresholding / Neuronal firing / Dynamical systems / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 143, NLP2022-36, pp. 39-42, Aug. 2022. |
Paper # |
NLP2022-36 |
Date of Issue |
2022-07-26 (NLP) |
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 |
NLP2022-36 |
Conference Information |
Committee |
NLP |
Conference Date |
2022-08-02 - 2022-08-02 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
|
Paper Information |
Registration To |
NLP |
Conference Code |
2022-08-NLP |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
The energy-accuracy trade-off in thresholding |
Sub Title (in English) |
|
Keyword(1) |
Stochastic thermodynamics |
Keyword(2) |
Thresholding |
Keyword(3) |
Neuronal firing |
Keyword(4) |
Dynamical systems |
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Nobumasa Ishida |
1st Author's Affiliation |
The University of Tokyo (Univ. Tokyo) |
2nd Author's Name |
Yoshihiko Hasegawa |
2nd Author's Affiliation |
The University of Tokyo (Univ. Tokyo) |
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 |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2022-08-02 15:30:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2022-36 |
Volume (vol) |
vol.122 |
Number (no) |
no.143 |
Page |
pp.39-42 |
#Pages |
4 |
Date of Issue |
2022-07-26 (NLP) |
|