WWW.JNEUROSCI.ORG
-
The Journal of Neuroscience
 QUICK SEARCH:   [advanced]


     
-


HOME
  |  
SEARCH  |   ARCHIVE  |   SUBSCRIBE  |   CONTACT  |   HELP

This Article
Right arrow Full Text
Right arrow Full Text (PDF)
Right arrow Submit an eLetter
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Web of Science (211)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Sakai, K.
Right arrow Articles by Pütz, B.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Sakai, K.
Right arrow Articles by Pütz, B.

 Previous Article  |  Next Article 

The Journal of Neuroscience, March 1, 1998, 18(5):1827-1840

Transition of Brain Activation from Frontal to Parietal Areas in Visuomotor Sequence Learning

Katsuyuki Sakai1, 2, Okihide Hikosaka1, Satoru Miyauchi3, Ryousuke Takino4, Yuka Sasaki3, and Benno Pütz5

1 Department of Physiology, Juntendo University School of Medicine, Tokyo 113, Japan, 2 Department of Neurology, Division of Neuroscience, Graduate School of Medicine, University of Tokyo, Tokyo 113, Japan, 3 Human Neurosystem Science Section, Intelligent Communications Division, Communications Research Laboratory, Tokyo 184, Japan, 4 Shiraume Gakuen College, Tokyo 187, Japan, and 5 Exploratory Research for Advanced Technology, Japan Science and Technology Corporation, Kyoto 619-02, Japan

We studied the neural correlates of visuomotor sequence learning using functional magnetic resonance imaging (fMRI). In the test condition, subjects learned, by trial and error, the correct order of pressing two buttons consecutively for 10 pairs of buttons (2 × 10 task); in the control condition, they pressed buttons in any order. Comparison between the test condition and the control condition revealed four brain areas specifically related to learning: the dorsolateral prefrontal cortex (DLPFC), the presupplementary motor area (pre-SMA), the precuneus, and the intraparietal sulcus (IPS). We found that the time course of activation during learning was different between these areas. To normalize the individual differences in the speed of learning, we classified the performance of each subject into three learning stages: early, intermediate, and advanced stages. Both the relative increase of signal intensity and the number of activated pixels within the four areas showed significant changes across the learning stages, with different time courses. The two frontal areas, DLPFC and pre-SMA, were activated in the earlier stages of learning, whereas the two parietal areas, precuneus and IPS, were activated in the later stages. Specifically, DLPFC, pre-SMA, precuneus, and IPS were most highly activated in the early stage, in both the early and intermediate stages, in the intermediate stage, and in both the intermediate and advanced stages, respectively. The results suggest that the acquisition of visuomotor sequences requires frontal activation, whereas the retrieval of visuomotor sequences requires parietal activation, which might reflect the transition from the declarative stage to the procedural stage.

Key words: visuomotor sequence; learning; functional magnetic resonance imaging; procedure; prefrontal cortex; presupplementary motor area; precuneus; intraparietal sulcus


Copyright © 1998 Society for Neuroscience  0270-6474/98/1851827-14$05.00/0


This article has been cited by other articles:


Home page
Cereb CortexHome page
C. Grefkes, L. E. Wang, S. B. Eickhoff, and G. R. Fink
Noradrenergic Modulation of Cortical Networks Engaged in Visuomotor Processing
Cereb Cortex, August 17, 2009; (2009) bhp144v1.
[Abstract] [Full Text] [PDF]


Home page
J. Physiol.Home page
T. Wu, P. Chan, and M. Hallett
Modifications of the interactions in the motor networks when a movement becomes automatic
J. Physiol., September 1, 2008; 586(17): 4295 - 4304.
[Abstract] [Full Text] [PDF]


Home page
Learn. Mem.Home page
S. Song, J. H. Howard Jr., and D. V. Howard
Implicit probabilistic sequence learning is independent of explicit awareness
Learn. Mem., March 8, 2007; 14(3): 167 - 176.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
M. Lotze, J. Markert, P. Sauseng, J. Hoppe, C. Plewnia, and C. Gerloff
The role of multiple contralesional motor areas for complex hand movements after internal capsular lesion.
J. Neurosci., May 31, 2006; 26(22): 6096 - 6102.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
S. Sayala, J. B. Sala, and S. M. Courtney
Increased Neural Efficiency with Repeated Performance of a Working Memory Task is Information-type Dependent
Cereb Cortex, May 1, 2006; 16(5): 609 - 617.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
S. Fischer, M. F. Nitschke, U. H. Melchert, C. Erdmann, and J. Born
Motor Memory Consolidation in Sleep Shapes More Effective Neuronal Representations
J. Neurosci., December 7, 2005; 25(49): 11248 - 11255.
[Abstract] [Full Text] [PDF]


Home page
J. Neurol. Neurosurg. PsychiatryHome page
S Vicari, A Finzi, D Menghini, L Marotta, S Baldi, and L Petrosini
Do children with developmental dyslexia have an implicit learning deficit?
J. Neurol. Neurosurg. Psychiatry, October 1, 2005; 76(10): 1392 - 1397.
[Abstract] [Full Text] [PDF]


Home page
BrainHome page
T. Wu and M. Hallett
A functional MRI study of automatic movements in patients with Parkinson's disease
Brain, October 1, 2005; 128(10): 2250 - 2259.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
A. M. C. Kelly and H. Garavan
Human Functional Neuroimaging of Brain Changes Associated with Practice
Cereb Cortex, August 1, 2005; 15(8): 1089 - 1102.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
V. Puttemans, N. Wenderoth, and S. P. Swinnen
Changes in Brain Activation during the Acquisition of a Multifrequency Bimanual Coordination Task: From the Cognitive Stage to Advanced Levels of Automaticity
J. Neurosci., April 27, 2005; 25(17): 4270 - 4278.
[Abstract] [Full Text] [PDF]


Home page
J. Physiol.Home page
T. Wu and M. Hallett
The influence of normal human ageing on automatic movements
J. Physiol., January 15, 2005; 562(2): 605 - 615.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
A. Floyer-Lea and P. M. Matthews
Changing Brain Networks for Visuomotor Control With Increased Movement Automaticity
J Neurophysiol, October 1, 2004; 92(4): 2405 - 2412.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
T. Wu, K. Kansaku, and M. Hallett
How Self-Initiated Memorized Movements Become Automatic: A Functional MRI Study
J Neurophysiol, April 1, 2004; 91(4): 1690 - 1698.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
M. Haruno, T. Kuroda, K. Doya, K. Toyama, M. Kimura, K. Samejima, H. Imamizu, and M. Kawato
A Neural Correlate of Reward-Based Behavioral Learning in Caudate Nucleus: A Functional Magnetic Resonance Imaging Study of a Stochastic Decision Task
J. Neurosci., February 18, 2004; 24(7): 1660 - 1665.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. W. Krakauer, M.-F. Ghilardi, M. Mentis, A. Barnes, M. Veytsman, D. Eidelberg, and C. Ghez
Differential Cortical and Subcortical Activations in Learning Rotations and Gains for Reaching: A PET Study
J Neurophysiol, February 1, 2004; 91(2): 924 - 933.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
S. W. Kennerley, K. Sakai, and M.F.S. Rushworth
Organization of Action Sequences and the Role of the Pre-SMA
J Neurophysiol, February 1, 2004; 91(2): 978 - 993.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
J. C. Eliassen, T. Souza, and J. N. Sanes
Experience-Dependent Activation Patterns in Human Brain during Visual-Motor Associative Learning
J. Neurosci., November 19, 2003; 23(33): 10540 - 10547.
[Abstract] [Full Text] [PDF]


Home page
Am. J. PsychiatryHome page
B. Kalayam and G. S. Alexopoulos
A Preliminary Study of Left Frontal Region Error Negativity and Symptom Improvement in Geriatric Depression
Am J Psychiatry, November 1, 2003; 160(11): 2054 - 2056.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
J. Tracy, A. Flanders, S. Madi, J. Laskas, E. Stoddard, A. Pyrros, P. Natale, and N. DelVecchio
Regional Brain Activation Associated with Different Performance Patterns during Learning of a Complex Motor Skill
Cereb Cortex, September 1, 2003; 13(9): 904 - 910.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
A. Feigin, M. F. Ghilardi, M. Carbon, C. Edwards, M. Fukuda, V. Dhawan, C. Margouleff, C. Ghez, and D. Eidelberg
Effects of levodopa on motor sequence learning in Parkinson's disease
Neurology, June 10, 2003; 60(11): 1744 - 1749.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
M. J. Mentis, V. Dhawan, T. Nakamura, M. F. Ghilardi, A. Feigin, C. Edwards, C. Ghez, and D. Eidelberg
Enhancement of brain activation during trial-and-error sequence learning in early PD
Neurology, February 25, 2003; 60(4): 612 - 619.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. Lee and S. Quessy
Activity in the Supplementary Motor Area Related to Learning and Performance During a Sequential Visuomotor Task
J Neurophysiol, February 1, 2003; 89(2): 1039 - 1056.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. Sakai, N. Ramnani, and R. E. Passingham
Learning of Sequences of Finger Movements and Timing: Frontal Lobe and Action-Oriented Representation
J Neurophysiol, October 1, 2002; 88(4): 2035 - 2046.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. B. Willingham, J. Salidis, and J. D.E. Gabrieli
Direct Comparison of Neural Systems Mediating Conscious and Unconscious Skill Learning
J Neurophysiol, September 1, 2002; 88(3): 1451 - 1460.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
R. D. Seidler, A. Purushotham, S.-G. Kim, K. Uğurbil, D. Willingham, and J. Ashe
Cerebellum Activation Associated with Performance Change but Not Motor Learning
Science, June 14, 2002; 296(5575): 2043 - 2046.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M.F.S. Rushworth, K. A. Hadland, T. Paus, and P. K. Sipila
Role of the Human Medial Frontal Cortex in Task Switching: A Combined fMRI and TMS Study
J Neurophysiol, May 1, 2002; 87(5): 2577 - 2592.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
V. B. Penhune and J. Doyon
Dynamic Cortical and Subcortical Networks in Learning and Delayed Recall of Timed Motor Sequences
J. Neurosci., February 15, 2002; 22(4): 1397 - 1406.
[Abstract] [Full Text] [PDF]


Home page
BrainHome page
R. G. Brown, L. Redondo-Verge, J. R. Chacon, M. L. Lucas, and S. Channon
Dissociation between intentional and incidental sequence learning in Huntington's disease
Brain, November 1, 2001; 124(11): 2188 - 2202.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
M.-H. Grosbras, U. Leonards, E. Lobel, J.-B. Poline, D. LeBihan, and A. Berthoz
Human Cortical Networks for New and Familiar Sequences of Saccades
Cereb Cortex, October 1, 2001; 11(10): 936 - 945.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
R. I. Schubotz and D. Y. von Cramon
Interval and Ordinal Properties of Sequences Are Associated with Distinct Premotor Areas
Cereb Cortex, March 1, 2001; 11(3): 210 - 222.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
F. A. Middleton and P. L. Strick
Cerebellar Projections to the Prefrontal Cortex of the Primate
J. Neurosci., January 15, 2001; 21(2): 700 - 712.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. Shima and J. Tanji
Neuronal Activity in the Supplementary and Presupplementary Motor Areas for Temporal Organization of Multiple Movements
J Neurophysiol, October 1, 2000; 84(4): 2148 - 2160.
[Abstract] [Full Text] [PDF]


Home page
Arch Gen PsychiatryHome page
G. S. Alexopoulos, B. S. Meyers, R. C. Young, B. Kalayam, T. Kakuma, M. Gabrielle, J. A. Sirey, and J. Hull
Executive Dysfunction and Long-term Outcomes of Geriatric Depression
Arch Gen Psychiatry, March 1, 2000; 57(3): 285 - 290.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
M. S. Jog, Y. Kubota, C. I. Connolly, V. Hillegaart, and A. M. Graybiel
Building Neural Representations of Habits
Science, November 26, 1999; 286(5445): 1745 - 1749.
[Abstract] [Full Text]


Home page
J. Neurophysiol.Home page
N. Matsumoto, T. Hanakawa, S. Maki, A. M. Graybiel, and M. Kimura
Nigrostriatal Dopamine System in Learning to Perform Sequential Motor Tasks in a Predictive Manner
J Neurophysiol, August 1, 1999; 82(2): 978 - 998.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. Nakamura, K. Sakai, and O. Hikosaka
Effects of Local Inactivation of Monkey Medial Frontal Cortex in Learning of Sequential Procedures
J Neurophysiol, August 1, 1999; 82(2): 1063 - 1068.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
A. R. McIntosh, M. N. Rajah, and N. J. Lobaugh
Interactions of Prefrontal Cortex in Relation to Awareness in Sensory Learning
Science, May 28, 1999; 284(5419): 1531 - 1533.
[Abstract] [Full Text]


Home page
J. Neurophysiol.Home page
K. Nakamura, K. Sakai, and O. Hikosaka
Neuronal Activity in Medial Frontal Cortex During Learning of Sequential Procedures
J Neurophysiol, November 1, 1998; 80(5): 2671 - 2687.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
H. van Mier, L. W. Tempel, J. S. Perlmutter, M. E. Raichle, and S. E. Petersen
Changes in Brain Activity During Motor Learning Measured With PET: Effects of Hand of Performance and Practice
J Neurophysiol, October 1, 1998; 80(4): 2177 - 2199.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
X. Lu, O. Hikosaka, and S. Miyachi
Role of Monkey Cerebellar Nuclei in Skill for Sequential Movement
J Neurophysiol, May 1, 1998; 79(5): 2245 - 2254.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
K. Sakai, O. Hikosaka, S. Miyauchi, Y. Sasaki, N. Fujimaki, and B. Putz
Presupplementary Motor Area Activation during Sequence Learning Reflects Visuo-Motor Association
J. Neurosci., May 15, 1999; 19(10): RC1 - RC1.
[Abstract] [Full Text] [PDF]



-
-

Home  |   Search  |   Archive  |   Subscribe  |   Contact  |   Help

-
Copyright 2009 by Society for Neuroscience ONLINE ISSN: 1529-2401
-