Braun, DA and Mehring, C and Wolpert, DM (2010) Structure learning in action. Behav Brain Res, 206. pp. 157-165.Full text not available from this repository.
'Learning to learn' phenomena have been widely investigated in cognition, perception and more recently also in action. During concept learning tasks, for example, it has been suggested that characteristic features are abstracted from a set of examples with the consequence that learning of similar tasks is facilitated-a process termed 'learning to learn'. From a computational point of view such an extraction of invariants can be regarded as learning of an underlying structure. Here we review the evidence for structure learning as a 'learning to learn' mechanism, especially in sensorimotor control where the motor system has to adapt to variable environments. We review studies demonstrating that common features of variable environments are extracted during sensorimotor learning and exploited for efficient adaptation in novel tasks. We conclude that structure learning plays a fundamental role in skill learning and may underlie the unsurpassed flexibility and adaptability of the motor system.
|Additional Information:||PMCID: PMC2778795|
|Uncontrolled Keywords:||Animals Cognition Concept Formation Humans Learning Models, Neurological Motor Skills|
|Divisions:||Div F > Computational and Biological Learning|
|Depositing User:||Cron Job|
|Date Deposited:||04 Nov 2011 15:50|
|Last Modified:||17 May 2013 19:07|
Actions (login required)