| Presentation | 1994/5/20 NON-UNIFORM DISCRETE-TIME CELLULAR NEURAL NETWORKS AND MULTI-PATTERNS RECOGNIZATION Chen He, Akio Ushita, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In previous paper£12!,we presented a synchronous-updating and di screte-time cenular neural network.Then we analyzed their dynamical characters and stability properties,and provided two sufficient convergent theorems.In this study,based on the analysis mentioned above,we construct a discrete-time cellular neural network with non-reciprocal weight matrix.As contrasted with uniform CNN,it is a variable-space non-uniform DTCNN,and can be used for pattern-recognitions and associative memories and others. The demonstration shows that,for multi different types of texture elements inlaid within a two-dimensional image,the non-uniform DTCNN is capable of extracting them all at once. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | pattern recognition / non-uniform weight / DTCNN / neuron |
| Paper # | NLP94-11 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 1994/5/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | NON-UNIFORM DISCRETE-TIME CELLULAR NEURAL NETWORKS AND MULTI-PATTERNS RECOGNIZATION |
| Sub Title (in English) | |
| Keyword(1) | pattern recognition |
| Keyword(2) | non-uniform weight |
| Keyword(3) | DTCNN |
| Keyword(4) | neuron |
| 1st Author's Name | Chen He |
| 1st Author's Affiliation | University of Tokushima() |
| 2nd Author's Name | Akio Ushita |
| 2nd Author's Affiliation | University of Tokushima |
| Date | 1994/5/20 |
| Paper # | NLP94-11 |
| Volume (vol) | vol.94 |
| Number (no) | 45 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |