Building Adaptive Basis Functions with a Continuous SOM


Show simple item record Campos, Marcos en_US Carpenter, Gail A. en_US 2011-11-14T19:07:57Z 2011-11-14T19:07:57Z 1998-06 en_US
dc.description.abstract This paper introduces CSOM, a distributed version of the Self-Organizing Map network capable of generating maps similar to those created with the original algorithm. Due to the continuous nature of the mapping, CSOM outperforms the traditional SOM algorithm in function approximation tasks. System performance is illustrated with three examples. en_US
dc.language.iso en_US en_US
dc.publisher Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems en_US
dc.relation.ispartofseries BUCAS/CNS Technical Reports; BUCAS/CNS-TR-1998-025 en_US
dc.rights Copyright 1998 Boston University. Permission to copy without fee all or part of this material is granted provided that: 1. The copies are not made or distributed for direct commercial advantage; 2. the report title, author, document number, and release date appear, and notice is given that copying is by permission of BOSTON UNIVERSITY TRUSTEES. To copy otherwise, or to republish, requires a fee and / or special permission. en_US
dc.title Building Adaptive Basis Functions with a Continuous SOM en_US
dc.type Technical Report en_US
dc.rights.holder Boston University Trustees en_US

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