Molle, Fabien and Claussen, Jens Christian (2006). Investigation of topographical stability of the concave and convex self-organizing map variant. IN: Artificial Neural Networks, ICANN 2006 - 16th International Conference, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . GRC: Springer.
Abstract
We investigate, by a systematic numerical study, the parameter dependence of the stability of the Kohonen Self-Organizing Map and the Zheng and Greenleaf concave and convex learning with respect to different input distributions, input and output dimensions.
| Publication DOI: | https://doi.org/10.1007/11840817_22 |
|---|---|
| Divisions: | College of Engineering & Physical Sciences > Systems analytics research institute (SARI) College of Engineering & Physical Sciences |
| Additional Information: | © Springer-Verlag Berlin Heidelberg 2006 |
| Event Title: | 16th International Conference on Artificial Neural Networks, ICANN 2006 |
| Event Type: | Other |
| Event Dates: | 2006-09-10 - 2006-09-14 |
| Uncontrolled Keywords: | General Computer Science,Theoretical Computer Science |
| ISBN: | 3540386254, 9783540386254 |
| Last Modified: | 29 Aug 2025 07:09 |
| Date Deposited: | 04 Nov 2019 13:13 |
| Full Text Link: | |
| Related URLs: |
http://www.scop ... tnerID=8YFLogxK
(Scopus URL) https://link.sp ... 007/11840817_22 (Publisher URL) |
PURE Output Type: | Conference contribution |
| Published Date: | 2006 |
| Authors: |
Molle, Fabien
Claussen, Jens Christian ( 
0000-0002-9870-4924)
|