Résumé
This paper discusses biological aspects of self-organising maps (SOMs) which includes a brief review of neurophysiological findings and classical models of neurophysiological SOMs. We then discuss some simulation studies on the role of topographic map representation for training mapping networks and on top-down control of map plasticity.
| Langue d'origine | English |
|---|---|
| Titre de la publication principale | Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings |
| Pages | 316-324 |
| Nombre de pages | 9 |
| DOI | |
| Statut de publication | Published - 2009 |
| Événement | 7th International Workshop on Self-Organizing Maps, WSOM 2009 - St. Augustine, FL, United States Durée: juin 8 2009 → juin 10 2009 |
Séries de publication
| Prénom | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 5629 LNCS |
| ISSN (imprimé) | 0302-9743 |
| ISSN (électronique) | 1611-3349 |
Conference
| Conference | 7th International Workshop on Self-Organizing Maps, WSOM 2009 |
|---|---|
| Pays/Territoire | United States |
| Ville | St. Augustine, FL |
| Période | 6/8/09 → 6/10/09 |
ASJC Scopus Subject Areas
- Theoretical Computer Science
- General Computer Science
Empreinte numérique
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Trappenberg, T., Hartono, P., & Rasmusson, D. (2009). Top-down control of learning in biological self-organizing maps. Dans Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings (pp. 316-324). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5629 LNCS). https://doi.org/10.1007/978-3-642-02397-2_36