| Presentation | 1996/3/18 A Proposal of Novel Knowledge Representation (Area Representation) and the Implementation by Neural Network Naruhiro IKEDA, Masafumi HAGIWARA, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, a novel knowledge representation method (area representation) and a novel neural network that realizes area representation are proposed. Area representation is a knowledge representation method for hierachical knolwedge that a superclass includes all the subclasses. The proposed network is based on two hypothesises. One is that a concept is recalled by excitation of a group of neurons in a brain. The other is that a knowledge is recollected by recall of some concepts. The network consists of several Kohonen Feature Maps, and organizes multidirectional associative memory. Computer simulation is carried out to confirm the validity of the proposed area representation and the network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hierachical Knowledge / Area Representation / Kohonen Feature Map / Multidirectional Associative Memory |
| Paper # | NC-95-145 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1996/3/18(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) | A Proposal of Novel Knowledge Representation (Area Representation) and the Implementation by Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Hierachical Knowledge |
| Keyword(2) | Area Representation |
| Keyword(3) | Kohonen Feature Map |
| Keyword(4) | Multidirectional Associative Memory |
| 1st Author's Name | Naruhiro IKEDA |
| 1st Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University() |
| 2nd Author's Name | Masafumi HAGIWARA |
| 2nd Author's Affiliation | Department of Electrical Engineering, Faculty of Science and Technology, Keio University |
| Date | 1996/3/18 |
| Paper # | NC-95-145 |
| Volume (vol) | vol.95 |
| Number (no) | 598 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |