| 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 | 2008-11-08 15:30 Statistical Mechanics of Partial Annealing -- Mexican-hat-type interaction case -- Kazuyuki Hara (Tokyo Metro. College), Tatsuya Uezu (Nara Women's Univ.), Seiji Miyoshi (Kansai Univ.), Masato Okada (Tokyo Univ.)  NC2008-72 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We analyzed the equilibrium states of an Ising spin neural network model in which both spins and interactions evolve simultaneously over time. The interactions are Mexican-hat-type, which are used for lateral inhibition models. The model shows a bump activity, which is the locally activated network state. The time-dependent interactions are driven by Langevin noise and Hebbian learning. The analysis results reveal that Hebbian learning expands the bistable regions of the ferromagnetic and local excitation phases. |
|
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Ising spin neural network / Partial Annealing / Replica method / Mexican-hat-type interaction / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 281, NC2008-72, pp. 79-83, Nov. 2008. | |
| Paper # | NC2008-72 | |
| Date of Issue | 2008-10-31 (NC) | |
| 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 | NC2008-72 |
|
| Conference Information | |
| Committee | NC |
| Conference Date | 2008-11-07 - 2008-11-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Saga Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2008-11-NC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical Mechanics of Partial Annealing |
| Sub Title (in English) | Mexican-hat-type interaction case |
| Keyword(1) | Ising spin neural network |
| Keyword(2) | Partial Annealing |
| Keyword(3) | Replica method |
| Keyword(4) | Mexican-hat-type interaction |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kazuyuki Hara |
| 1st Author's Affiliation | Tokyo Metropolitan College of Industrial Engineering (Tokyo Metro. College) |
| 2nd Author's Name | Tatsuya Uezu |
| 2nd Author's Affiliation | Nara Women's University (Nara Women's Univ.) |
| 3rd Author's Name | Seiji Miyoshi |
| 3rd Author's Affiliation | Kansai University (Kansai Univ.) |
| 4th Author's Name | Masato Okada |
| 4th Author's Affiliation | The Tokyo University (Tokyo Univ.) |
| 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 | 2008-11-08 15:30:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2008-72 |
| Volume (vol) | vol.108 |
| Number (no) | no.281 |
| Page | pp.79-83 |
| #Pages | 5 |
| Date of Issue | 2008-10-31 (NC) |
[Return to Top Page]