Evidence for Model-Based Action Planning in a Sequential Finger Movement Task

REFERENCES

• Ackerman , P. L. 1988 . Determinants of individual differences during skill acquisition: cognitive abilities and information processing . Journal of Experimental Psychology: General , 117 : 288 – 318 .
   Web of Science ®Google Scholar
• Adams , J. A. 1971 . A closed-loop theory of motor learning . Journal of Motor Behavior , 3 : 111 – 149 .
   PubMed Web of Science ®Google Scholar
• Alexander , G. E. , DeLong , M. R. and Strick , P. L. 1986 . Parallel organization of functionally segregated circuits linking the basal ganglia and cortex . Annual Review of Neuroscience , 9 : 357 – 381 .
   PubMed Web of Science ®Google Scholar
• Bapi , R. S. and Doya , K. 2001 . “ Multiple forward model architecture for sequence processing ” . In Sequence learning: Paradigms, algorithms, and applications , Edited by: Sun , R. and Gilles , L. 308 – 320 . New York : Springer .
   Google Scholar
• Bapi , R. S. , Doya , K. and Harner , A. M. 2000 . Evidence for effector independent and dependent representations and their differential time course of acquisition during motor sequence learning . Experimental Brain Research , 132 : 149 – 162 .
   PubMed Web of Science ®Google Scholar
• Brainard , D. H. 1997 . The psychophysics toolbox . Spatial Vision , 10 : 433 – 436 .
   PubMedGoogle Scholar
• Daw , N. D. , Niv , Y. and Dayan , P. 2005 . Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control . Nature Neuroscience , 8 : 1704 – 1711 .
   PubMed Web of Science ®Google Scholar
• Doya , K. 1999 . What are the computations of the cerebellum, the basal ganglia and the cerebral cortex . Neural Networks , 12 : 961 – 974 .
   PubMed Web of Science ®Google Scholar
• Doya , K. 2000 . Complementary roles of the basal ganglia and cerebellum in learning and motor control . Current Opinion in Neurobiology , 10 : 732 – 739 .
   PubMed Web of Science ®Google Scholar
• Doya , K. 2007 . Reinforcement learning: computational theory and biological mechanisms . HFSP Journal , 1 : 30 – 40 .
   PubMed Web of Science ®Google Scholar
• Fitts , P. M. and Posner , M. I. 1967 . Human performance , Belmont, CA : Brooks/Cole .
   Google Scholar
• Hikosaka , O. , Rand , M. K. , Miyachi , S. and Miyashita , K. 1995 . Learning of sequential movements in the monkey: process of learning and retention of memory . Journal of Neurophysiology , 74 : 1652 – 1661 .
   PubMed Web of Science ®Google Scholar
• Hikosaka , O. , Nakahara , H. , Rand , M. K. , Sakai , K. , Lu , X. , Nakamura , K. Miyaichi , S. 1999 . Parallel neural networks for learning sequential procedures . Trends in Neurosciences , 22 : 464 – 471 .
   PubMed Web of Science ®Google Scholar
• Hikosaka , O. , Nakamura , K. , Sakai , K. and Nakahara , H. 2002 . Central mechanisms of motor skill learning . Current Opinion in Neurobiology , 12 : 6315 – 6320 .
   Web of Science ®Google Scholar
• Ito , M. 2008 . Control of mental activities by internal models in the cerebellum . Nature Neuroscience , 23 : 49 – 56 .
   Google Scholar
• Jueptner , M. , Stephan , K. M. , Frith , C. D. , Brooks , D. J. , Frackowiak , R. S. and Passingham , R. E. 1997 . Anatomy of motor learning, I: Frontal cortex and attention to action . Journal of Neurophysiology , 77 : 1313 – 1324 .
   PubMed Web of Science ®Google Scholar
• Jueptner , M. , Stephan , K. M. , Frith , C. D. , Brooks , D. J. , Frackowiak , R. S. and Passingham , R. E. 1997 . Anatomy of motor learning, II: Subcortical structures and learning by trial-and-error . Journal of Neurophysiology , 77 : 1325 – 1337 .
   PubMed Web of Science ®Google Scholar
• Kawato , M. 1999 . Internal models for motor control and trajectory planning . Current Opinion in Neurobiology , 9 : 718 – 727 .
   PubMed Web of Science ®Google Scholar
• Keele , S. , Ivry , R. , Mayr , U. , Hazeltine , E. and Heuer , H. 2003 . The cognitive and neural architecture of sequence representation . Psychological Review , 110 : 316 – 339 .
   PubMed Web of Science ®Google Scholar
• Lee , J.-Y. and Schweighofer , N. 2009 . Dual adaptation supports a parallel architecture of motor memory . Journal of Neuroscience , 29 : 10396 – 10404 .
   PubMed Web of Science ®Google Scholar
• Middleton , F. A. and Strick , P. L. 1994 . Anatomical evidence for cerebellar and basal ganglia involvement in higher cognitive function . Science , 266 : 458 – 461 .
   PubMed Web of Science ®Google Scholar
• Nakahara , H. , Doya , K. and Hikosaka , O. 2001 . Parallel cortico-basal ganglia mechanisms for acquisition and execution of visuo–motor sequences: A computational approach . Journal of Cognitive Neuroscience , 13 : 626 – 647 .
   PubMed Web of Science ®Google Scholar
• Newell , K. 1985 . “ Coordination, control and skill ” . In Differing perspectives in motor learning, memory, and control , Edited by: Goodman , D. , Wilberg , R. B. and Franks , I. M. 341 – 361 . Amsterdam : North-Holland .
   Google Scholar
• Passingham , R. E. 1996 . Attention to action . Philosophical Transactions of the Royal Society of London B , 351 : 1473 – 1449 .
   PubMed Web of Science ®Google Scholar
• Shah , A. E. and Barto , A. G. 2009 . Effect on movement selection of an evolving sensory representation: A multiple controller model of skill acquisition . Brain Research , 1299 : 55 – 73 .
   PubMed Web of Science ®Google Scholar
• Smith , M. A. , Ghazizadeh , A. and Shadmehr , R. 2006 . Interacting adaptive processes with different timescales underlie short-term motor learning . Plos Biology , 4 : 1 – 9 .
   Web of Science ®Google Scholar
• Sutton , R. S. and Barto , A. G. 1998 . Reinforcement learning: An introduction , Cambridge, MA : MIT Press .
   Google Scholar
• Watkins , C. J. C. H. and Dayan , P. 1992 . Q-learning . Machine Learning , 8 : 279 – 292 .
   Web of Science ®Google Scholar