| Presentation | 1998/12/7 A Design Method of Cellular Neural Networks using Fuzzy Inference Kazuhiro SUMITOMO, Akio USHIDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a new design method of cloning templates which define the function of a cellular neural network. Firstly, we utilize Fuzzy inference method in a CNN simulation to make necessary sample data for the calculation of templates. Secondly, we use the least-squares approximation to calculate templates for simple image processing. Thirdly, for complicated image processing, we introduce pattern separation vector to enable the calculation of templates using relaxation method. As examples of design, we describe edge detection, hollow and skeltonization. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | cellular neural networks / template design / fuzzy inference / least-squares approximation / relaxation method |
| Paper # | NLP98-89 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1998/12/7(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 Design Method of Cellular Neural Networks using Fuzzy Inference |
| Sub Title (in English) | |
| Keyword(1) | cellular neural networks |
| Keyword(2) | template design |
| Keyword(3) | fuzzy inference |
| Keyword(4) | least-squares approximation |
| Keyword(5) | relaxation method |
| 1st Author's Name | Kazuhiro SUMITOMO |
| 1st Author's Affiliation | Dept. of Electronics, Takuma National College of Technology() |
| 2nd Author's Name | Akio USHIDA |
| 2nd Author's Affiliation | Dept.of Electrical and Electronic Eng., Faculty of Engineering, Tokushima University |
| Date | 1998/12/7 |
| Paper # | NLP98-89 |
| Volume (vol) | vol.98 |
| Number (no) | 443 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |