Presentation | 1998/2/5 A self-Organizing Map with Resistive Fuse Kousuke Katayama, Shingo Kawahara, Toshimichi Saito, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In the paper, we propose a novel SOM algorithm that includes resistive fuse characteristic in order to suppress update of synaptic weights by obstructive inputs. Applying the algorithm to some clustering problems, we have confirmed that the novel algorithm exhibits much better performance than conventional one. We also propose an analog implementation example of the novel SOM and the efficient performance is demonstrated. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Neural Networks / Self-Organizing-Maps / Resistive Fuse / Winner Take All / Clustering |
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Conference Information | |
Committee | NLP |
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Conference Date | 1998/2/5(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | |
Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Nonlinear Problems (NLP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | A self-Organizing Map with Resistive Fuse |
Sub Title (in English) | |
Keyword(1) | Neural Networks |
Keyword(2) | Self-Organizing-Maps |
Keyword(3) | Resistive Fuse |
Keyword(4) | Winner Take All |
Keyword(5) | Clustering |
1st Author's Name | Kousuke Katayama |
1st Author's Affiliation | Department of Electrical and Electronic Engineering, HOSEI University() |
2nd Author's Name | Shingo Kawahara |
2nd Author's Affiliation | Department of Electrical and Electronic Engineering, HOSEI University |
3rd Author's Name | Toshimichi Saito |
3rd Author's Affiliation | Department of Electrical and Electronic Engineering, HOSEI University |
Date | 1998/2/5 |
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Volume (vol) | vol.97 |
Number (no) | 530 |
Page | pp.pp.- |
#Pages | 5 |
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