| Presentation | 1994/6/28 On the Number of Hidden Units of a Neural Network Realizing Symmetric Boolean Functions Akira Hayashi, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Rumelhart,Hinton and Williams claimed that at least n hidden units were required to solve the n-bit parity problem by a 3-layer neural network with no direct connection between the input and output units.We propose a 3-layer network with just 2 hidden units of which assumed input-output characteristics is different from the usual logistic function. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural networks / parity function / hidden units |
| Paper # | NC94-23 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1994/6/28(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) | On the Number of Hidden Units of a Neural Network Realizing Symmetric Boolean Functions |
| Sub Title (in English) | |
| Keyword(1) | neural networks |
| Keyword(2) | parity function |
| Keyword(3) | hidden units |
| 1st Author's Name | Akira Hayashi |
| 1st Author's Affiliation | Kanazawa Institute of Technology() |
| Date | 1994/6/28 |
| Paper # | NC94-23 |
| Volume (vol) | vol.94 |
| Number (no) | 129 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |