| Presentation | 1993/11/24 On the novel method of designing a neural network for pattern classification. Toshinori Yoshikawa, Satoshi Ookuma, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report,we propose a 4-layered neural network and its learning algorithm for pattern classification,such as character recognition.The proposed network is basically equal to the 4- layered perceptron of which the output function of second layer units is changed.The network distributes the task of classification among the second layer units.Therefore,the network can make clear a role of the units,and the learning process becomes much faster than conventional one using the back- propagation method.In addition,the network obtains the classification boundary enough for pattern classification because the network assigns the task by making a hyperplane between the input pattern space. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | back-propagation method / output function / hyperplane / neural network / pattern classification |
| Paper # | NC93-54 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1993/11/24(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) | On the novel method of designing a neural network for pattern classification. |
| Sub Title (in English) | |
| Keyword(1) | back-propagation method |
| Keyword(2) | output function |
| Keyword(3) | hyperplane |
| Keyword(4) | neural network |
| Keyword(5) | pattern classification |
| 1st Author's Name | Toshinori Yoshikawa |
| 1st Author's Affiliation | Department of Electricity,Faculty of Engineering,Nagaoka University of Technology() |
| 2nd Author's Name | Satoshi Ookuma |
| 2nd Author's Affiliation | Department of Electricity,Faculty of Engineering,Nagaoka University of Technology |
| Date | 1993/11/24 |
| Paper # | NC93-54 |
| Volume (vol) | vol.93 |
| Number (no) | 341 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |