| Presentation | 2003/12/11 Application of the Growing Self-Organizing Map Hiroki SASAMURA, Toshimichi SAITO, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a simple learning algorithm for growing self-organizing maps and considers its application. Using this algorithm, the map can grow according to the input space. We have applied the algorithm to generate a desired graph correspondig to a commnicaton with fewwer connections, and have found that the resalting network has "small-world network" structures. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Unsupervised learning / Self-organizing network / Growing cell structures / Small-world networks |
| Paper # | NLP2003-135 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2003/12/11(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 | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of the Growing Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | Unsupervised learning |
| Keyword(2) | Self-organizing network |
| Keyword(3) | Growing cell structures |
| Keyword(4) | Small-world networks |
| 1st Author's Name | Hiroki SASAMURA |
| 1st Author's Affiliation | EECE Dept., Hosei University() |
| 2nd Author's Name | Toshimichi SAITO |
| 2nd Author's Affiliation | EECE Dept., Hosei University |
| Date | 2003/12/11 |
| Paper # | NLP2003-135 |
| Volume (vol) | vol.103 |
| Number (no) | 503 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |