TY - GEN
T1 - Top-down control of learning in biological self-organizing maps
AU - Trappenberg, Thomas
AU - Hartono, Pitoyo
AU - Rasmusson, Douglas
PY - 2009
Y1 - 2009
N2 - 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.
AB - 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.
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U2 - 10.1007/978-3-642-02397-2_36
DO - 10.1007/978-3-642-02397-2_36
M3 - Conference contribution
AN - SCOPUS:69049117375
SN - 3642023967
SN - 9783642023965
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 316
EP - 324
BT - Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings
T2 - 7th International Workshop on Self-Organizing Maps, WSOM 2009
Y2 - 8 June 2009 through 10 June 2009
ER -