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Paper Abstract and Keywords
Presentation 2019-05-10 15:20
A Study on Reconstructing Common Inputs to Neurons using Superposed Recurrence Plots
Ryota Nomura, Tohru Ikeguchi (Tokyo Univ. Science) NLP2019-6
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we proposed a method for reconstructing common input data to single neurons only from observed spike sequences. First, we prepare a set of neurons which have different parameter values, or bifurcate, and we observe output spike sequences from the bifurcating neurons. Next, the observed spike sequences are transformed to a time series of firing rates, and a recurrence plot of the transformed firing rate time series is constructed. Finally, we applied the method of recovering a source input from which a recurrence plot is constructed. The results show that the proposed scheme works well to reconstruct the common input applied to single neurons.
Keyword (in Japanese) (See Japanese page) 
(in English) superposed recurrence plot / point process / bifurcation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 19, NLP2019-6, pp. 29-34, May 2019.
Paper # NLP2019-6 
Date of Issue 2019-05-03 (NLP) 
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)
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Conference Information
Committee NLP  
Conference Date 2019-05-10 - 2019-05-11 
Place (in Japanese) (See Japanese page) 
Place (in English) J:COM HoltoHALL OITA 
Topics (in Japanese) (See Japanese page) 
Topics (in English) etc. 
Paper Information
Registration To NLP 
Conference Code 2019-05-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Reconstructing Common Inputs to Neurons using Superposed Recurrence Plots 
Sub Title (in English)  
Keyword(1) superposed recurrence plot  
Keyword(2) point process  
Keyword(3) bifurcation  
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1st Author's Name Ryota Nomura  
1st Author's Affiliation Tokyo University of Science (Tokyo Univ. Science)
2nd Author's Name Tohru Ikeguchi  
2nd Author's Affiliation Tokyo University of Science (Tokyo Univ. Science)
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Speaker Author-2 
Date Time 2019-05-10 15:20:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2019-6 
Volume (vol) vol.119 
Number (no) no.19 
Page pp.29-34 
#Pages 6 
Date of Issue 2019-05-03 (NLP) 

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