Presentation | 1994/5/20 NON-UNIFORM DISCRETE-TIME CELLULAR NEURAL NETWORKS AND MULTI-PATTERNS RECOGNIZATION Chen He, Akio Ushita, |
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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) |
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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 |