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Paper Abstract and Keywords
Presentation 2016-11-05 10:25
Optimal information transmission in Hodgkin-Huxley neurons under metabolic cost constraints
Ryota Kobayashi (NII), Lubomir Kostal (CAS) CCS2016-42
Abstract (in Japanese) (See Japanese page) 
(in English) We consider a neuron as an information channel and investigate the effect of metabolic cost on the optimal information transmission by using a single-compartment Hodgkin$-$Huxley type neuronal model under the spike-rate coding scheme. We calculated the channel capacity and the efficiency that quantifies the reliable information transfer per metabolic energy by using information-theoretic techniques. The excitatory input improves the channel capacity of the neuron, whereas the inhibitory input improves the efficiency of the neuron.
Keyword (in Japanese) (See Japanese page) 
(in English) Neuron / Information transfer / Metabolic cost / Channel capacity / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 285, CCS2016-42, pp. 59-62, Nov. 2016.
Paper # CCS2016-42 
Date of Issue 2016-10-28 (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 CCS2016-42

Conference Information
Committee CCS  
Conference Date 2016-11-04 - 2016-11-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto Sangyo Univ. (Musubiwaza Bldg.) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Interaction and Communication, etc. 
Paper Information
Registration To CCS 
Conference Code 2016-11-CCS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Optimal information transmission in Hodgkin-Huxley neurons under metabolic cost constraints 
Sub Title (in English)  
Keyword(1) Neuron  
Keyword(2) Information transfer  
Keyword(3) Metabolic cost  
Keyword(4) Channel capacity  
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1st Author's Name Ryota Kobayashi  
1st Author's Affiliation National Institute of Informatics (NII)
2nd Author's Name Lubomir Kostal  
2nd Author's Affiliation The Czech Academy of Sciences (CAS)
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Speaker Author-1 
Date Time 2016-11-05 10:25:00 
Presentation Time 25 minutes 
Registration for CCS 
Paper # CCS2016-42 
Volume (vol) vol.116 
Number (no) no.285 
Page pp.59-62 
#Pages 4 
Date of Issue 2016-10-28 (CCS) 

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