| Presentation | 2001/3/16 Learning of Strongly Correlated Pattern Distribution by Stochastic Feed-Forward Neuralnetworks Sumiyoshi Fujiki, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The learrning ability of the stochastic feed-forward neuralnetwork for the probability distribution of strongly correlated patterns is studied. By using the Kullback's measure the learning process of the inverse XOR problem is studied by the 2-m-2 structure networks with two types of synaptic connections, the one with nearest neighbor interlayer connections only and the other with far neighbor interlayer connections. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Layered Neural Network / Distribution of Strongly Correlated Patterns / iXOR problem |
| Paper # | NC2000-161 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2001/3/16(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) | Learning of Strongly Correlated Pattern Distribution by Stochastic Feed-Forward Neuralnetworks |
| Sub Title (in English) | |
| Keyword(1) | Layered Neural Network |
| Keyword(2) | Distribution of Strongly Correlated Patterns |
| Keyword(3) | iXOR problem |
| 1st Author's Name | Sumiyoshi Fujiki |
| 1st Author's Affiliation | Tohoku Bunka Gakuen University() |
| Date | 2001/3/16 |
| Paper # | NC2000-161 |
| Volume (vol) | vol.100 |
| Number (no) | 688 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |