Paper Abstract and Keywords |
Presentation |
2011-03-09 13:20
A method for probing neuronal response property considering piecewise linearity Hiroki Yokoyama, Osamu Watanabe (Muroran Inst. Tech.) NC2010-191 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Reverse correlation techniques have been used in many physiological experiments, which reveal precise linear receptive field structures of neurons in the early visual cortex. In addition, recent studies proposed several methods for probing second- or more higher-order nonlinear properties. To obtain precise information about response properties of neurons, it is necessary to estimate higher-order kernels. However, the higher-order kernel estimation requires a large number of experimental data. In the present study, we propose a method to analyze local linear kernels of nonlinear response properties by approximating the nonlinear kernels by piecewise-linear functions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
reverse correlation / piecewise-linear / simple cell / complex cell / cross-orientation suppression / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 461, NC2010-191, pp. 379-384, March 2011. |
Paper # |
NC2010-191 |
Date of Issue |
2011-02-28 (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) |
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NC2010-191 |
Conference Information |
Committee |
NC MBE |
Conference Date |
2011-03-07 - 2011-03-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Tamagawa University |
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(See Japanese page) |
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Paper Information |
Registration To |
NC |
Conference Code |
2011-03-NC-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A method for probing neuronal response property considering piecewise linearity |
Sub Title (in English) |
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Keyword(1) |
reverse correlation |
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piecewise-linear |
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simple cell |
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complex cell |
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cross-orientation suppression |
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1st Author's Name |
Hiroki Yokoyama |
1st Author's Affiliation |
Muroran Institute of Technology (Muroran Inst. Tech.) |
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Osamu Watanabe |
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Muroran Institute of Technology (Muroran Inst. Tech.) |
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Speaker |
Author-1 |
Date Time |
2011-03-09 13:20:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2010-191 |
Volume (vol) |
vol.110 |
Number (no) |
no.461 |
Page |
pp.379-384 |
#Pages |
6 |
Date of Issue |
2011-02-28 (NC) |
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