| Presentation | 2003/7/22 Coherent Adaptive Phase Filter that Has an Arbitrary Generalization Characteristic in Frequency Domain by Using Plural Optical Path Differences Sotaro KAWATA, Akira HIROSE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper proposes a coherent optical neural network that has learning ability to realize arbitrarily intended phase values in frequency domain. It is comprised of plural optical path differences whose lengths are different from each other. The system learns a phase value at each discrete position in the frequency domain obeying complex-valued Hebbian rule. Experiments demonstrate that the learning curve also agrees with theoretical evolution. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Optical neural network / Fourier synthesis / Complex-valued neural network / Laser diode / Generalization characteristic |
| Paper # | NC2003-42 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2003/7/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| 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) | Coherent Adaptive Phase Filter that Has an Arbitrary Generalization Characteristic in Frequency Domain by Using Plural Optical Path Differences |
| Sub Title (in English) | |
| Keyword(1) | Optical neural network |
| Keyword(2) | Fourier synthesis |
| Keyword(3) | Complex-valued neural network |
| Keyword(4) | Laser diode |
| Keyword(5) | Generalization characteristic |
| 1st Author's Name | Sotaro KAWATA |
| 1st Author's Affiliation | Department of Frontier Informatics, Graduate School of Frontier Sciences The University of Tokyo() |
| 2nd Author's Name | Akira HIROSE |
| 2nd Author's Affiliation | Department of Frontier Informatics, Graduate School of Frontier Sciences The University of Tokyo |
| Date | 2003/7/22 |
| Paper # | NC2003-42 |
| Volume (vol) | vol.103 |
| Number (no) | 228 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |