| Paper Abstract and Keywords |
| Presentation |
2004-05-18 11:45
*
Jun Fukuhara, Yoshihiro Hayakawa, Koji Nakajima (Tohoku Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Inverse Function Delayed model used in our research shows the negative resistance effect and the bistable output potential.We have discussed what influence those effects have on the input-output and learning dynamics of the hierarchical network.In this report, we improve the learning equation and propose the learning equation which is applicable to the all network composed of the ID neuron units.Then we discuss the causal relationship between the learning capability and the negative resistance. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
negative resistance / inverse function / learning / Back Propagation / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 104, no. 50, NLP2004-4, pp. 17-22, May 2004. |
| Paper # |
NLP2004-4 |
| Date of Issue |
2004-05-11 (NLP) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NLP |
| Conference Date |
2004-05-18 - 2004-05-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tohoku Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
NLP |
| Conference Code |
2004-05-NLP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
* |
| Sub Title (in English) |
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| Keyword(1) |
negative resistance |
| Keyword(2) |
inverse function |
| Keyword(3) |
learning |
| Keyword(4) |
Back Propagation |
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| 1st Author's Name |
Jun Fukuhara |
| 1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 2nd Author's Name |
Yoshihiro Hayakawa |
| 2nd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 3rd Author's Name |
Koji Nakajima |
| 3rd Author's Affiliation |
Tohoku University (Tohoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2004-05-18 11:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2004-4 |
| Volume (vol) |
vol.104 |
| Number (no) |
no.50 |
| Page |
pp.17-22 |
| #Pages |
6 |
| Date of Issue |
2004-05-11 (NLP) |