| Presentation | 2010/6/11 Design Method of Space-Varying Cellular Neural Networks by Using Hopfield Neural Networks Yasuhiro UEDA, Masakazu KAWAHARA, Takashi INOUE, Yoshifumi NISHIO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we propose a design method of space-varying cellular neural networks (CNN) by using Hopfield neural network (Hopfield NN). CNN is classified into two types of systems like space-invariant system and space-varying system. Space-invariant and space-varying mean that all cells have identical template and not identical templates, respectively. The processing of the former is simple. On the other hand, the latter carries out complicated processing. Therefore, the design method is not easy. However, our proposed method is easy because we need only some existing templates and the associated patterns. Some simulation results show the basic properties of the proposed CNN and its effectiveness. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cellular Neural Networks / Hopfield Neural Networks / Image Processing |
| Paper # | NC2010-18,NLP2010-18 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2010/6/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design Method of Space-Varying Cellular Neural Networks by Using Hopfield Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Cellular Neural Networks |
| Keyword(2) | Hopfield Neural Networks |
| Keyword(3) | Image Processing |
| 1st Author's Name | Yasuhiro UEDA |
| 1st Author's Affiliation | Dept. of Electrical and Electric Engineering Tokushima University() |
| 2nd Author's Name | Masakazu KAWAHARA |
| 2nd Author's Affiliation | Dept. of Electrical and Electric Engineering Tokushima University |
| 3rd Author's Name | Takashi INOUE |
| 3rd Author's Affiliation | Dept. of Electrical and Electric Engineering Tokushima University |
| 4th Author's Name | Yoshifumi NISHIO |
| 4th Author's Affiliation | Dept. of Electrical and Electric Engineering Tokushima University |
| Date | 2010/6/11 |
| Paper # | NC2010-18,NLP2010-18 |
| Volume (vol) | vol.110 |
| Number (no) | 83 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |