Information: Join today and make your research activities more affordable! Technical workshop participation fees and annual registration fees are available at member rates.
Notice: [Important] Announcement of Changes to Registration Fee Payment and Manuscript Upload Procedures for IEICE Technical Meetings
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 2025-10-03 11:40
Multiple fixed points and stability in majority binary neural networks
Moeka Yokose, Ryota Toyama, Toshimichi Saito (HU) CAS2025-34 NLP2025-51
Abstract (in Japanese) (See Japanese page) 
(in English) The majority binary neural network consists of simple majority neurons from three binary inputs to one binary output.
The dynamics is described by an autonomous difference equation.
As the connections vary, the network can have various fixed points and periodic orbits.
The fixed points and periodic orbits can co-exisit and the network exhibits one of them depending on the initial condition.
This paper analyzes the multiple fixed points using simple feature quantities that evaluate the number and stability of fixed points.
Performing numerical analysis for typical networks, we have clarified that the number and stability vary complicatedly.
Especially, we have discovered multiple fixed points with the strongest stability.
The results will be developed into applications including associative memories and clustering methods for binary data sets.
Keyword (in Japanese) (See Japanese page) 
(in English) binary neural networks / majority neurons / stability / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 190, NLP2025-51, pp. 82-85, Oct. 2025.
Paper # NLP2025-51 
Date of Issue 2025-09-25 (CAS, 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 CAS2025-34 NLP2025-51

Conference Information
Committee CAS NLP  
Conference Date 2025-10-02 - 2025-10-03 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Nonlinear Problems, Circuits and Systems, etc. 
Paper Information
Registration To NLP 
Conference Code 2025-10-CAS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Multiple fixed points and stability in majority binary neural networks 
Sub Title (in English)  
Keyword(1) binary neural networks  
Keyword(2) majority neurons  
Keyword(3) stability  
Keyword(4)  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Moeka Yokose  
1st Author's Affiliation Hosei University (HU)
2nd Author's Name Ryota Toyama  
2nd Author's Affiliation Hosei University (HU)
3rd Author's Name Toshimichi Saito  
3rd Author's Affiliation Hosei University (HU)
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 ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2025-10-03 11:40:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2025-34, NLP2025-51 
Volume (vol) vol.125 
Number (no) no.189(CAS), no.190(NLP) 
Page pp.82-85 
#Pages 4 
Date of Issue 2025-09-25 (CAS, NLP) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan