| Presentation | 2011-01-27 Activation Function in Optical Label Processing Using Complex-Valued Neural Network Kengo MIZOTE, Hiroki KISHIKAWA, Nobuo GOTO, Shin-ichiro YANAGIYA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Optical neural-network circuit to recognize BPSK labels for photonic label routing is proposed, which consists of optical amplifiers, phase shifters and nonlinear threshold devices. Parameters in these devices are learned with back-propagation of teacher signals. The dependence of input-to-output characteristics on the activation function in the neural-network circuit is investigated by computer simulation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Complex-Valued Neural Network / Optical label recognition / Activation Function |
| Paper # | PN2010-32,OPE2010-145,LQE2010-130 |
| Date of Issue |
| Conference Information | |
| Committee | LQE |
|---|---|
| Conference Date | 2011/1/20(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Lasers and Quantum Electronics (LQE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Activation Function in Optical Label Processing Using Complex-Valued Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Complex-Valued Neural Network |
| Keyword(2) | Optical label recognition |
| Keyword(3) | Activation Function |
| 1st Author's Name | Kengo MIZOTE |
| 1st Author's Affiliation | Department of Optical Science and Technology, The University of Tokushima() |
| 2nd Author's Name | Hiroki KISHIKAWA |
| 2nd Author's Affiliation | Department of Optical Science and Technology, The University of Tokushima |
| 3rd Author's Name | Nobuo GOTO |
| 3rd Author's Affiliation | Department of Optical Science and Technology, The University of Tokushima |
| 4th Author's Name | Shin-ichiro YANAGIYA |
| 4th Author's Affiliation | Department of Optical Science and Technology, The University of Tokushima |
| Date | 2011-01-27 |
| Paper # | PN2010-32,OPE2010-145,LQE2010-130 |
| Volume (vol) | vol.110 |
| Number (no) | 396 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |