| Presentation | 1998/1/30 An Execution System of Logic Programming Language Using Neural Networks Yukihiro KIKUCHI, Hideki MURAKOSHI, Noboru FUNAKUBO, |
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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 an execution system of logic programming language using neural networks. We transform the style like logic programming language into Hopfield-type neural network and attempt to execute logic programming language using the ability of neural network as optimization machine. Although we have proposed a such system, previous works are not implemented "list processing". Therefore we propose an improved transformation algorithm for "list processing". A performance of the new transformation algorithm is evaluated by comparing with a previous algorithm, without handling list structure, for logic programming language. The result shows that the proposed algorithm generates especially smaller network scale than conventional algorithm, and reduces iteration times. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Bolzmann Machine / Logic Programming Language |
| Paper # | CPSY97-106 |
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| Conference Information | |
| Committee | CPSY |
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| Conference Date | 1998/1/30(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Computer Systems (CPSY) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Execution System of Logic Programming Language Using Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | Bolzmann Machine |
| Keyword(2) | Logic Programming Language |
| 1st Author's Name | Yukihiro KIKUCHI |
| 1st Author's Affiliation | Tokyo Metropolitan Institute of Technology() |
| 2nd Author's Name | Hideki MURAKOSHI |
| 2nd Author's Affiliation | Tokyo Metropolitan Institute of Technology |
| 3rd Author's Name | Noboru FUNAKUBO |
| 3rd Author's Affiliation | Tokyo Metropolitan Institute of Technology |
| Date | 1998/1/30 |
| Paper # | CPSY97-106 |
| Volume (vol) | vol.97 |
| Number (no) | 524 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |