The advantage of flexible neuronal tunings in neural network models for motor learning

Human motor adaptation to novel environments is often modeled by a basis function network that transforms desired movement properties into estimated forces. This network employs a layer of nodes that have fixed broad tunings that generalize across the input domain. Learning is achieved by updating...

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Bibliographic Details
Main Authors: Ellisha N Marongelli, K A Thoroughman
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-07-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00100/full