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 2018-08-02 09:00
Consideration on structural property for robust discrimination against structure defects in Liquid State Machine
Yuta Okumura, Naoki Wakamiya (Osaka Univ.) CCS2018-27
Abstract (in Japanese) (See Japanese page) 
(in English) Recent development of measurement technology reveals that functional and structural networks of brains called “connectome” has unique topological properties such as scale-free, modularity, and small-world, which con- tribute to structural robustness of a connectome. However, a source of functional robustness of the brain against structural defects is still unclear. To reveal it, in this paper we investigate the relationship between structural properties of a RNN of a Liquid State Machine and the decrease in discrimination ability when experiencing loss of synaptic connections and neurons. As the result, we find clustering coefficients contributes to robust discrimination against structure defects.
Keyword (in Japanese) (See Japanese page) 
(in English) Liquid State Machine / structural property / structure defects / robustness / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 168, CCS2018-27, pp. 9-12, Aug. 2018.
Paper # CCS2018-27 
Date of Issue 2018-07-25 (CCS) 
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 CCS2018-27

Conference Information
Committee IN CCS  
Conference Date 2018-08-01 - 2018-08-02 
Place (in Japanese) (See Japanese page) 
Place (in English) Kitayuzawa Mori-no-Soraniwa 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CCS 
Conference Code 2018-08-IN-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Consideration on structural property for robust discrimination against structure defects in Liquid State Machine 
Sub Title (in English)  
Keyword(1) Liquid State Machine  
Keyword(2) structural property  
Keyword(3) structure defects  
Keyword(4) robustness  
Keyword(5)  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuta Okumura  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Naoki Wakamiya  
2nd Author's Affiliation Osaka University (Osaka Univ.)
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 ()
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 2018-08-02 09:00:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2018-27 
Volume (vol) vol.118 
Number (no) no.168 
Page pp.9-12 
#Pages 4 
Date of Issue 2018-07-25 (CCS) 

[Return to Top Page]

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