| Paper Abstract and Keywords |
| Presentation |
2008-11-08 14:40
The Waveform Conduction Characteristic of NN Using Pulse-Type Hardware Chaos Neuron Model Ken Saito, Yoshifumi Sekine (Nihon Univ.) NC2008-70 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Various coding hypothesis are reported by using the mathematical pulse-type neuron model. However, the information processing functions is not clear when neurons respond asynchronously or chaotic for the input waveform. We are studying about the information processing functions of NN on the basis of local information processing using hardware models. This paper clarifies the waveform conduction characteristics of NN using pulse-type hardware chaos neuron models and axon models which can construct the large scale NN. We clarify the waveform conduction characteristics when the input waveform changed to the chaotic pulses waveform. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Pulse-Type Hardware Chaos Neuron Model / Neural Network / Waveform Conduction Characteristic / Axon Model / Instantaneous Firing Rate / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 108, no. 281, NC2008-70, pp. 67-72, Nov. 2008. |
| Paper # |
NC2008-70 |
| Date of Issue |
2008-10-31 (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) |
| Download PDF |
NC2008-70 |
| Conference Information |
| Committee |
NC |
| Conference Date |
2008-11-07 - 2008-11-08 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Saga Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
NC |
| Conference Code |
2008-11-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
The Waveform Conduction Characteristic of NN Using Pulse-Type Hardware Chaos Neuron Model |
| Sub Title (in English) |
|
| Keyword(1) |
Pulse-Type Hardware Chaos Neuron Model |
| Keyword(2) |
Neural Network |
| Keyword(3) |
Waveform Conduction Characteristic |
| Keyword(4) |
Axon Model |
| Keyword(5) |
Instantaneous Firing Rate |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Ken Saito |
| 1st Author's Affiliation |
Nihon University (Nihon Univ.) |
| 2nd Author's Name |
Yoshifumi Sekine |
| 2nd Author's Affiliation |
Nihon University (Nihon Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2008-11-08 14:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
NC2008-70 |
| Volume (vol) |
vol.108 |
| Number (no) |
no.281 |
| Page |
pp.67-72 |
| #Pages |
6 |
| Date of Issue |
2008-10-31 (NC) |