HOME   ::  Journal List   ::   Article
Dominey, P. F. (2005) From Sensorimotor Sequence to Grammatical Construction: Evidence from Simulation and Neurophysiology. Adaptive Behavior, 13(4):347--361.
Bookmark:   ( bookmarked by 3 relevant users: livingthingdan, neural_nets_chapter, chchatham ).   tags: 3grammar 2language 2neural_network motor compsci .....

Full-text
   URL: http://www.isc.cnrs.fr/dom/DomineyABRevision.pdf
   Cached: PDF-372K   
   SAVE AS an easy-to-recall long filename:
      Filename format: author--year--title   PDF-372K   
      Filename format: author--year--title--journal|proceedings|...--pages   PDF-372K   

Related links
   Authoritative: http://dx.doi.org/10.1177/105971230501300401   (Publisher's PDF... likely be available here.)
  Web search: Google Web Search   ::   Google Scholar
  Within this site: References (48)

Abstract

The current research describes a functional trajectory from sensorimotor sequence learning to the learning of grammatical constructions in language. A brief review of the functional neurophysiology of the cortex and basal ganglia will be provided as background for a neural network model of this system in sensorimotor sequence learning. Sequential behavior is then defined in terms of serial, temporal and abstract structure. The resulting neuro-computational framework is demonstrated to account for observed sequence learning behavior. More interestingly, this framework naturally extends to grammatical constructions as form-to-meaning mappings. Predictions from the neuro-computational model concerning parallels in language and cognitive sequence processing are tested against behavioral and neurophysiological observations in humans, resulting in a refinement of the allocation of model functions to subdivisions of Broca's area. From a functional perspective this analysis will provide insight into the relation between the coding structure in human languages, and constraints derived from the underlying neurophysiological computational mechanisms.

Keywords: language, neural network, simulation, sensorimotor sequence

BibTex
@article{dominey05sensorimotorSequenceABJ,
  author={Peter Ford Dominey},
  title={From Sensorimotor Sequence to Grammatical Construction: Evidence from Simulation and Neurophysiology},
  journal={Adaptive Behavior},
  year={2005},
  volume={13},
  number={4},
  pages={347-361},
  doi={10.1177/105971230501300401},
  url={http://www.isrl.uiuc.edu/~amag/langev/paper/dominey05sensorimotorSequenceABJ.html},
  keywords={language,neural network,simulation,sensorimotor sequence}
}

 HOME   ::  Journal List   ::   Article Comments to: junwang4 you-know-at gmail.com Last update: 10/27/09