| Presentation | 1999/11/26 Recognition of Multi kinds Inputs at Hidden layer of Neural Network Yoshitsugu Ono, Hiroaki Kikuchi, Ryotaro Kamimura, Shohachiro Nakanishi, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Neural networks have been used as a tool for pattern recognition in which a single kind information have been processed. However the human brain is able to process many kind information of an object, such as a shape, color, size, and so on, at a same time. The main purpose of this paper is to construct the neural network which can unify the different kinds of information for an object as the same thing. We use three layers network in which the unit in hidden layers is connected with the units in its neighborhood. Finally, we verify that the network proposed in this paper can unify the different kind information for an object at hidden layer by the simulations, as human brain. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multi-kind inputs / partially connected network / access operation / entropy method / fuzzy input region |
| Paper # | NC99-58 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1999/11/26(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Recognition of Multi kinds Inputs at Hidden layer of Neural Network |
| Sub Title (in English) | |
| Keyword(1) | multi-kind inputs |
| Keyword(2) | partially connected network |
| Keyword(3) | access operation |
| Keyword(4) | entropy method |
| Keyword(5) | fuzzy input region |
| 1st Author's Name | Yoshitsugu Ono |
| 1st Author's Affiliation | Tokai University, Faculty of Engineering() |
| 2nd Author's Name | Hiroaki Kikuchi |
| 2nd Author's Affiliation | Tokai University, Faculty of Engineering |
| 3rd Author's Name | Ryotaro Kamimura |
| 3rd Author's Affiliation | Tokai University, Faculty of Engineering |
| 4th Author's Name | Shohachiro Nakanishi |
| 4th Author's Affiliation | Tokai University, Faculty of Engineering |
| Date | 1999/11/26 |
| Paper # | NC99-58 |
| Volume (vol) | vol.99 |
| Number (no) | 473 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |