Top-down control of learning in biological self-organizing maps

Thomas Trappenberg; Pitoyo Hartono; Douglas Rasmusson

doi:10.1007/978-3-642-02397-2_36

Top-down control of learning in biological self-organizing maps

Thomas Trappenberg, Pitoyo Hartono, Douglas Rasmusson

Medicine

Medicine

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings
Pages	316-324
Number of pages	9
DOIs	https://doi.org/10.1007/978-3-642-02397-2_36
Publication status	Published - 2009
Event	7th International Workshop on Self-Organizing Maps, WSOM 2009 - St. Augustine, FL, United States Duration: Jun 8 2009 → Jun 10 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	5629 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	7th International Workshop on Self-Organizing Maps, WSOM 2009
Country/Territory	United States
City	St. Augustine, FL
Period	6/8/09 → 6/10/09

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-02397-2_36

Cite this

Trappenberg, T., Hartono, P., & Rasmusson, D. (2009). Top-down control of learning in biological self-organizing maps. In 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

Top-down control of learning in biological self-organizing maps. / Trappenberg, Thomas; Hartono, Pitoyo; Rasmusson, Douglas.
Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. 2009. p. 316-324 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5629 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Trappenberg, T, Hartono, P & Rasmusson, D 2009, Top-down control of learning in biological self-organizing maps. in Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5629 LNCS, pp. 316-324, 7th International Workshop on Self-Organizing Maps, WSOM 2009, St. Augustine, FL, United States, 6/8/09. https://doi.org/10.1007/978-3-642-02397-2_36

Trappenberg T, Hartono P, Rasmusson D. Top-down control of learning in biological self-organizing maps. In Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. 2009. p. 316-324. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-02397-2_36

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Top-down control of learning in biological self-organizing maps

Abstract

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