Presentation | 2004/12/3 A New N-Parallel Updating Method of the Hopfield-Type Neuron Network Le Thanh Nhat, Cong-Kha Pham, |
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Abstract(in English) | In the previous N-parallel updating methods of the Hopfield-type neural network for N-queens problem, NxN neurons have been grouped into N groups. Each group composed of N neurons which are located in a same horizontal line (column) or in a same diagonal line. However, these methods did not give convergence results of 100% in all size of N. Also, they required a large convergence time steps. In our work, we propose a new N-parallel updating method of the Hopfield-type neural network for N-queens problem, in which, a new grouping method for N neurons composed in the same group has been adopted. Simulation result of the proposed method shows generally better performance than the previous. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | N-parallel Updating Method / N-queen problem / Neural Network / Neuron |
Paper # | NC2004-114 |
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Committee | NC |
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Conference Date | 2004/12/3(1days) |
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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) | A New N-Parallel Updating Method of the Hopfield-Type Neuron Network |
Sub Title (in English) | |
Keyword(1) | N-parallel Updating Method |
Keyword(2) | N-queen problem |
Keyword(3) | Neural Network |
Keyword(4) | Neuron |
1st Author's Name | Le Thanh Nhat |
1st Author's Affiliation | The University of Electro-Communications() |
2nd Author's Name | Cong-Kha Pham |
2nd Author's Affiliation | The University of Electro-Communications |
Date | 2004/12/3 |
Paper # | NC2004-114 |
Volume (vol) | vol.104 |
Number (no) | 502 |
Page | pp.pp.- |
#Pages | 4 |
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