| Presentation | 2007-11-18 Digital MLP with binary connection parameter and it's application Toru ABE, Toshimichi SAITO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper studies Digital Multi-Layer Perceptron (DLP) characterized by signum activation function and binary connection parameters. The DLP can realize various Boolean functions provided a sufficient number of hidden neurons are used. As a typical example, rules of Binary Cellular Automata (BCA) are used as teacher signals. Applying a simple algorithm, the DLP can learn the rules and can be a robust system than the original ruletable. Performing numerical experiments, we have given basic information for application to spatiotemporal pattern prediction problems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Digital Multi-Layer Perceptron / Binary Cellular Automaton / robust system / spatiotemporal pattern prediction |
| Paper # | NC2007-59 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2007/11/11(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) | Digital MLP with binary connection parameter and it's application |
| Sub Title (in English) | |
| Keyword(1) | Digital Multi-Layer Perceptron |
| Keyword(2) | Binary Cellular Automaton |
| Keyword(3) | robust system |
| Keyword(4) | spatiotemporal pattern prediction |
| 1st Author's Name | Toru ABE |
| 1st Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | Department of electronics, Electrical and Computer Engineering, Hosei University |
| Date | 2007-11-18 |
| Paper # | NC2007-59 |
| Volume (vol) | vol.107 |
| Number (no) | 328 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |