| Presentation | 1994/11/29 Optimization of combination parameters for the compacting algorithm in the layered neural network Masato Nakazuwa, Makoto Ishihara, Satoru Kishida, Heizo Tokutaka, Kikuo Fujimura, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We constructed the system,which determined the optimum size of the layered neural network on the base of compacting algorithm.The system was applied to an XOR-problem,and the parameters for compacting algorithm were investigated.From the results,we found that the optimum range of the parameters,which were the thresholds of correlation(θ_1) and variance(θ_2) became broader by the limit ing of the number of hidden units integrated by one learning iteration,and that the optimum combination parameters were 0.5〓θ_ 1〓0.98 and 0.0θ_2〓0.1. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Layered neural network / Back propagation / compacting |
| Paper # | NC94-45 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1994/11/29(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 | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimization of combination parameters for the compacting algorithm in the layered neural network |
| Sub Title (in English) | |
| Keyword(1) | Layered neural network |
| Keyword(2) | Back propagation |
| Keyword(3) | compacting |
| 1st Author's Name | Masato Nakazuwa |
| 1st Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University() |
| 2nd Author's Name | Makoto Ishihara |
| 2nd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| 3rd Author's Name | Satoru Kishida |
| 3rd Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| 4th Author's Name | Heizo Tokutaka |
| 4th Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| 5th Author's Name | Kikuo Fujimura |
| 5th Author's Affiliation | Department of Electrical and Electronic Engineering,Faculty of Engineering,Tottori University |
| Date | 1994/11/29 |
| Paper # | NC94-45 |
| Volume (vol) | vol.94 |
| Number (no) | 377 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |