| Presentation | 2002/6/27 Analysis of 1/ƒ characteristics of Neural Networks with the Fokker-Planck Equation : 1/ƒ characteristics with the Fokker-Planck Equation Yoshinobu KAMITANI, Ikuo MATSUBA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have obtained 1/ƒ spectra with the simplifed neural networks, theoretically. And we have built up the neural networks in computer and confirmed 1/ƒ spectra successfully. However, we didn't consider the stability of the solutions that exhibit 1/ƒ spectra. Now, with the Fokker-Planck equation, which deals with the flow of the probability, we discuss the properties of those solutions. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | 1/ƒ spectra / neural network / self-similarity / stability / Fokker-Planck equation |
| Paper # | NLP2002-27 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2002/6/27(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of 1/ƒ characteristics of Neural Networks with the Fokker-Planck Equation : 1/ƒ characteristics with the Fokker-Planck Equation |
| Sub Title (in English) | |
| Keyword(1) | 1/ƒ spectra |
| Keyword(2) | neural network |
| Keyword(3) | self-similarity |
| Keyword(4) | stability |
| Keyword(5) | Fokker-Planck equation |
| 1st Author's Name | Yoshinobu KAMITANI |
| 1st Author's Affiliation | Matsuba Lab., Graduate School of Science and Technology, Chiba University() |
| 2nd Author's Name | Ikuo MATSUBA |
| 2nd Author's Affiliation | Department of Information and Image Sciences, Faculty of Engineering, Chiba University |
| Date | 2002/6/27 |
| Paper # | NLP2002-27 |
| Volume (vol) | vol.102 |
| Number (no) | 181 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |