| Status | 已發表Published |
| A New Adaptive Self-Organizing Map | |
Weng, S. F.; Wong, F. ; Zhang, C. S.
| |
| 2004-08-01 | |
| Source Publication | Advances in Neural Networks
 |
| Pages | 205-210 |
| Abstract | The self-organizing map (SOM) method developed by Kohonen is a powerful tool for visualizing high-dimensional datasets. To improve the adaptability of SOM, this paper proposes new model based on Kohonen SOM. The new model has integrated a series of evolutionary working mechanisms of neurons. The microcosmic analysis gives the reason that those introduced mechanisms can conquer the problems of instability in competitive learning. The empirical evidences show that performance of the proposed model. |
| Keyword | self-organizing map SOM |
| Language | 英語English |
| The Source to Article | PB_Publication |
| PUB ID | 24999 |
| Document Type | Conference paper |
| Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
| Recommended Citation GB/T 7714 | Weng, S. F.,Wong, F.,Zhang, C. S.. A New Adaptive Self-Organizing Map[C], 2004, 205-210. |
| APA | Weng, S. F.., Wong, F.., & Zhang, C. S. (2004). A New Adaptive Self-Organizing Map. Advances in Neural Networks, 205-210. |
| Files in This Item: | There are no files associated with this item. | |||||
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment