title: The effects of training breadth on motor generalization.
abstract: To generate new movements, we have to generalize what we have learned from previously practiced movements. An important question, therefore, is how the breadth of training affects generalization: does practicing a broad or narrow range of movements lead to better generalization? We address this question with a force field learning experiment. One group adapted while making many reaches in a small region (narrow group), and another group adapted while making reaches in a large region (broad group). Subsequently, both groups were tested for their ability to generalize without visual feedback. Not surprisingly, the narrow group exhibited smaller adaptation errors, yet they did not generalize any better than the broad group. Path errors during generalization were indistinguishable across the two groups, whereas the broad group exhibited reduced terminal errors. These findings indicate that overall, practicing a variety of movements is advantageous for performance during generalization; movement paths are not hindered, and terminal errors are superior. Moreover, the evidence suggests a dissociation between the ability to generalize information about a novel dynamic disturbance, which generalizes narrowly, and the ability to locate the limb accurately in space, which generalizes broadly.
authors.affiliation: Rehabilitation Institute of Chicago and Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, Illinois; and mbernike@uic.edu.
authors.forename: Max
authors.initials: M
authors.lastname: Berniker
authors.affiliation: Department of Computer Science, University of California, Irvine, California.
authors.forename: Hamid
authors.initials: H
authors.lastname: Mirzaei
authors.affiliation: Rehabilitation Institute of Chicago and Department of Physical Medicine and Rehabilitation, Northwestern University, Chicago, Illinois; and.
authors.forename: Konrad P
authors.initials: KP
authors.lastname: Kording
mesh_terms: D000222:Adaptation, Physiological; D000328:Adult; D005260:Female; D005793:Generalization, Psychological / Q000502:physiology*; D006801:Humans; D007858:Learning; D008297:Male; D009068:Movement / Q000502:physiology*
keywords: motor generalization; motor learning; motor training; practice