| Presentation | 2000/3/15 Holographic Neural Network with Optical Weighted Sum Computation by 2D Gratings Masanori ISHIHARA, Itsuo KUMAZAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, holographic memory techniques Which represent and store a large amount of contents by laser wave interference are widely investigated. We propose a neural network which is based on the usual neural network by the wave interference and uses 2D matrix-shaped gratings for weight representation and weighted sum computation by applying the principal of holographic memory. The matrix-shaped gratings can be designed to obtain diverse weight distribution. The computation ability and the tolerance to noises of the proposed method are evaluated by some experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / weight / hlography / grating / wave interference |
| Paper # | NC99-152 |
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| Committee | NC |
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| Conference Date | 2000/3/15(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) | Holographic Neural Network with Optical Weighted Sum Computation by 2D Gratings |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | weight |
| Keyword(3) | hlography |
| Keyword(4) | grating |
| Keyword(5) | wave interference |
| 1st Author's Name | Masanori ISHIHARA |
| 1st Author's Affiliation | Department of Computer Science Graduate School of Information Science and Engineering Tokyo Institute of Technology() |
| 2nd Author's Name | Itsuo KUMAZAWA |
| 2nd Author's Affiliation | Department of Computer Science Graduate School of Information Science and Engineering Tokyo Institute of Technology |
| Date | 2000/3/15 |
| Paper # | NC99-152 |
| Volume (vol) | vol.99 |
| Number (no) | 686 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |