Learning and production of movement sequences: Behavioral, neurophysiological, and modeling perspectives

Human Movement Science

Volumn 23, Issue 5, 2004, Pages 699-746

  Rhodes, Bradley J ^a   Bullock, Daniel ^a   Verwey, Willem B ^b   Averbeck, Bruno B ^c   Page, Michael P A ^d  

^a BOSTON UNIVERSITY   (United States)

^b UNIVERSITY OF TWENTE   (Netherlands)

^c UNIVERSITY OF ROCHESTER   (United States)

^d UNIVERSITY OF HERTFORDSHIRE   (United Kingdom)

Author keywords

Basal ganglia; Cerebellum; Cognitive processes; Competitive queuing; Computer simulations; Motor performance; Neural networks; Prefrontal cortex; Primacy; Serial learning; Working memory

Indexed keywords

MUSCIMOL;

AMNESIA; AMPLITUDE MODULATION; BEHAVIOR; BODY MOVEMENT; BRAIN ELECTROPHYSIOLOGY; CEREBELLUM DISEASE; COGNITION; DRUG MECHANISM; HAND MOVEMENT; HUMAN; HUNTINGTON CHOREA; LEARNING; MEMORY; NERVE CELL NETWORK; NEUROBIOLOGY; NEUROPHYSIOLOGY; NONHUMAN; PARAMETRIC TEST; PARKINSON DISEASE; PREDICTION; PREFRONTAL CORTEX; RESPONSE TIME; REVIEW; SIMULATION; SPEECH; TASK PERFORMANCE; THEORETICAL MODEL;

EID: 10944267226     PISSN: 01679457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.humov.2004.10.008     Document Type: Article

References (166)

1. J.A. Adams Learning of movement sequences Psychological Bulletin 96 1984 3-28
2. E. Adi-Japha N.H. Freeman Regulation of division of labour between cognitive systems controlling action Cognition 76 2000 1-11
3. J.G. Anson Memory drum theory: Alternative tests and explanations for the complexity effects on simple reaction time Journal of Motor Behavior 14 1982 228-246
4. B.B. Averbeck M.V. Chafee D.A. Crowe A.P. Georgopoulos Parallel processing of serial movements in prefrontal cortex Proceedings of the National Academy of Sciences 99 2002 13172-13177
5. B.B. Averbeck M.V. Chafee D.A. Crowe A.P. Georgopoulos Neural activity in prefrontal cortex during copying geometrical shapes. I. Single cell studies Experimental Brain Research 150 2003 127-141
6. B.B. Averbeck D.A. Crowe M.V. Chafee A.P. Georgopoulos Neural activity in macaque prefrontal cortex during copying geometrical shapes. II. Decoding shape segments from neural ensembles Experimental Brain Research 150 2003 142-153
7. A.D. Baddeley How does acoustic similarity influence short-term memory? Quarterly Journal of Experimental Psychology 20 1968 249-263
8. A.D. Baddeley Working memory 1986 Clarendon Press Oxford
9. A.D. Baddeley G.J. Hitch Working memory In: G.H. Bower (Ed.) The psychology of learning and motivation Vol. 8 1974 Academic Press New York 47-90
10. A.D. Baddeley N. Thomson M. Buchanan Word length and the structure of short-term memory Journal of Verbal Learning and Verbal Behaviour 14 1975 575-589
11. H.P. Bahrick M. Noble P.M. Fitts Extra-task performance as a measure of learning a primary task Journal of Experimental Psychology 48 1954 298-302
12. A. Bain The sense and the intellect 3rd ed. 1868 Longmans, Green London
13. M.A. Basso R.H. Wurtz Modulation of neuronal activity in superior colliculus by changes in target probability Journal of Neuroscience 18 1998 7519-7534
14. Boardman, I. S. (1995). Neural network models of temporal processing in speech perception and motor control. Unpublished doctoral dissertation, Department of Cognitive and Neural Systems, Boston University, Boston
15. I.S. Boardman D. Bullock A neural network model of serial order recall from short-term memory Proceedings of the International Joint Conference on Neural Networks (Seattle) Vol. II 1991 IEEE Service Center Piscataway, NJ 879-884
16. W.F. Book The psychology of skill 1908 Montana Press Missoula
17. G. Bradski G.A. Carpenter S. Grossberg STORE working memory networks for storage and recall of arbitrary temporal sequences Biological Cybernetics 71 1994 469-480
18. D.E. Broadbent Levels, hierarchies, and the locus of control Quarterly Journal of Experimental Psychology 29 1977 181-201
19. T.L. Brown T.H. Carr Automaticity in skill acquisition: Mechanisms for reducing interference in concurrent performance Journal of Experimental Psychology: Human Perception and Performance 15 1989 686-700
20. D. Bullock S. Grossberg C. Mannes A neural network model for cursive script production Biological Cybernetics 70 1993 15-28
21. D. Bullock J. Liederman D. Todorovic Reconciling stable asymmetry with recovery of function: An adaptive systems perspective on functional plasticity Child Development 58 1987 689-697
22. D. Bullock B.J. Rhodes Competitive queuing for planning and serial performance In: M.A. Arbib (Ed.) The handbook of brain theory and neural networks 2nd ed. 2003 MIT Press Cambridge, MA 241-244
23. N. Burgess G.J. Hitch Toward a network model of the articulatory loop Journal of Memory and Language 31 1992 429-460
24. D. Caplan E. Rochon G.S. Waters Articulatory and phonological determinants of word-length effects in span tasks Quarterly Journal of Experimental Psychology 45A 1992 177-192
25. R.W. Christina M.G. Fischman M.J.P. Vercruyssen J.G. Anson Simple reaction time as a function of response complexity: Memory drum revisited Journal of Motor Behavior 14 1982 301-321
26. P. Cisek J.F. Kalaska Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex Journal of Neurophysiology 87 2002 1149-1154
27. A. Cleeremans A. Destrebecqz M. Boyer Implicit learning: News from the front Trends in Cognitive Sciences 2 1998 406-416
28. A. Cleeremans J.L. McLelland Learning the structure of event sequences Journal of Experimental Psychology: General 120 1991 235-253
29. W.T. Clower G.E. Alexander Movement sequence-related activity reflecting numerical order of components in supplementary and presupplementary motor areas Journal of Neurophysiology 80 1998 1562-1566
30. A. Cohen R.B. Ivry S.W. Keele Attention and structure in sequence learning Journal of Experimental Psychology: Learning, Memory, and Cognition 16 1990 17-30
31. H.A. Colle A. Welsh Acoustic masking in primary memory Journal of Verbal Learning and Verbal Behaviour 15 1976 17-31
32. R. Conrad Accuracy of recall using keyset and telephone dial, and effect of a prefix digit Journal of Applied Psychology 42 1958 285-288
33. R. Conrad Acoustic confusions in immediate memory British Journal of Psychology 55 1964 75-84
34. J.L. Contreras-Vidal P. Poluha H.L. Teulings G.E. Stelmach Neural dynamics of short and medium-term motor control effects of levodopa therapy in Parkinson's disease Artificial Intelligence in Medicine 13 1998 57-79
35. C.C. Conway M.H. Christiansen Sequential learning in non-human primates Trends in Cognitive Sciences 5 2001 539-546
36. N. Cowan Mechanisms of verbal short-term memory Current Directions in Psychological Science 3 1994 185-189
37. N. Cowan The magical number 4 in short-term memory: A reconsideration of mental storage capacity Behavioral and Brain Sciences 24 2000 87-185
38. N. Cowan N.L. Wood D.N. Borne Reconfirmation of the short-term storage concept Psychological Science 5 1994 103-106
39. W. Croft Radical construction grammar 2001 Oxford New York
40. G.S. Dell L.K. Burger W.R. Svec Language production and serial order: A functional analysis and a model Psychological Review 104 1997 123-147
41. A. Destrebecqz A. Cleeremans Can sequence learning be implicit? New evidence with the process dissociation procedure Psychonomic Bulletin and Review 8 2001 343-350
42. A. Destrebecqz P. Peigneux S. Laureys C. Degueldre G. Del Fiore J. Aerts et al. Cerebral correlates of explicit sequence learning Cognitive Brain Research 16 2003 391-398
43. P.F. Dominey M.A. Arbib A cortico-subcortical model for generation of spatially accurate sequential saccades Cerebral Cortex 2 1992 153-175
44. J. Doyon D. Gaudreau R. Laforce Jr. M. Castonguay P.J. Bedard F. Bedard et al. Role of the striatum, cerebellum, and frontal lobes in the learning of a visuomotor sequence Brain and Cognition 34 1997 218-245
45. R.P. Dum P.L. Strick An unfolded map of the cerebellar dentate nucleus and its projections to the cerebral cortex Journal of Neurophysiology 89 2003 634-639
46. M. Eimer T. Goschke F. Schlaghecken B. Stormer Explicit and implicit learning of event sequences: Evidence from event-related brain potentials Journal of Experimental Psychology: Learning, Memory, and Cognition 22 1996 970-987
47. J.L. Elman Finding structure in time Cognitive Science 14 1990 179-211
48. F.R. Ferraro D.A. Balota L.T. Connor Implicit memory and the formation of new associations in nondemented Parkinson's disease individuals and individuals with senile dementia of the Alzheimer's type: A serial reaction time (SRT) investigation Brain and Cognition 21 1993 163-180
49. J.C. Fiala S. Grossberg D. Bullock Metabotropic glutamate receptor activation in cerebellar Purkinje cells as substrate for adaptive timing of the classically conditioned eye-blink response Journal of Neuroscience 16 1996 3760-3774
50. Fillmore, C. J. (1988). The mechanisms of construction grammar. In Berkeley Linguistics Society, Proceedings of the Fourteenth Annual Meeting (pp. 35-55)
51. F.N. Freeman Preliminary experiments on writing reactions Psychological Monographs 8 1907 301-333
52. A.E. Goldberg Constructions: A construction grammar approach to argument structure 1995 University of Chicago Press Chicago
53. M.A. Goodale A.D. Milner Separate visual pathways for perception and action Trends in Neurosciences 15 1992 20-25
54. P.C. Gordon D.E. Meyer Control of serial order in rapidly spoken syllable sequences Journal of Memory and Language 26 1987 300-321
55. S.T. Grafton E. Hazeltine R.B. Ivry Functional mapping of sequence learning in normal humans Journal of Cognitive Neuroscience 7 1995 497-510
56. S. Grossberg A theory of human memory: Self-organization and performance of sensory-motor codes, maps, and plans In R. Rosen F. Snell (Eds.). Progress in theoretical biology Vol. 5 1978 Academic Press New York 233-374
57. S. Grossberg Behavioral contrast in short term memory: Serial binary memory models or parallel continuous memory models? Journal of Mathematical Psychology 17 1978 199-219
58. S. Grossberg The adaptive self-organization of serial order in behavior: Speech, language, and motor control In E.C. Schwab H.C. Nusbaum (Eds.). Pattern recognition by humans and machines, Volume 1: Speech perception 1986 Academic Press New York 187-294
59. S. Grossberg M. Kuperstein Neural dynamics of adaptive sensory-motor control 1986 Elsevier/North Holland Amsterdam
60. P. Gupta B. MacWhinney Vocabulary acquisition and verbal short-term memory: Computational and neural bases Brain and Language 59 1997 267-333
61. T.A. Hartley G. Houghton A linguistically constrained model of short-term memory for nonwords Journal of Memory and Language 35 1996 1-31
62. E. Hazeltine S.T. Grafton R. Ivry Attention and stimulus characteristics determine the locus of motor sequence encoding: A PET study Brain 120 1997 123-140
63. H. von Helmholtz Handbuch der physiologischen Optik 1866 Voss Leipzig
64. F.M. Henry Use of simple reaction time in motor programming studies: A reply to Klapp, Wyatt, and Lingo Journal of Motor Behavior 12 1980 163-168
65. F.M. Henry D.E. Rogers Increased response latency for complicated movements and a 'memory drum' theory of neuromotor reaction Research Quarterly 31 1960 448-458
66. Henson, R. N. A. (1996). Short-term memory for serial order. Unpublished doctoral dissertation, University of Cambridge
67. R.N.A. Henson D.G. Norris M.P.A. Page A.D. Baddeley Unchained memory: Error patterns rule out chaining models of immediate serial recall Quarterly Journal of Experimental Psychology 49A 1996 80-115
68. H. Heuer Testing the invariance of relative timing: Comment on Gentner (1987) Psychological Review 95 1988 552-557
69. H. Heuer W. Spijkers E. Kieswetter V. Schmidtke Effects of sleep loss, time of day, and extended mental work on implicit and explicit learning of sequences Journal of Experimental Psychology: Applied 4 1998 139-162
70. O. Hikosaka H. Nakahara M.K. Rand K. Sakai X. Lu K. Nakamura et al. Parallel neural networks for learning sequential procedures Trends in Neurosciences 22 1999 464-471
71. O. Hikosaka M.K. Rand S. Miyachi K. Miyashita Learning of sequential movements in the monkey: Process of learning and retention of memory Journal of Neurophysiology 74 1995 1652-1661
72. O. Hikosaka K. Sakai S. Miyauchi R. Takino Y. Sasaki B. Putz Activation of human presupplementary motor area in learning of sequential procedures: A functional MRI study Journal of Neurophysiology 76 1996 617-621
73. G. Houghton The problem of serial order: A neural network model of sequence learning and recall In: R. Dale C. Mellish M. Zock (Eds.) Current research in natural language generation 1990 Academic Press London 287-319
74. C. Hulme P. Newton N. Cowan G. Stuart G. Brown Think before you speak: Pauses, memory search, and trace redintegration processes in verbal memory span Journal of Experimental Psychology: Learning, Memory, and Cognition 25 1999 447-463
75. W. Hulstijn G.P. van Galen Levels of motor programming in writing familiar and unfamiliar symbols In A.M. Colley J.R. Beech (Eds.), Cognition and action in skilled behaviour 1988 North-Holland Amsterdam 65-85
76. A.W. Inhoff H.C. Diener R.D. Rafal R. Ivry The role of cerebellar structures in the execution of serial movements Brain 112 1989 565-581
77. A.W. Inhoff R.D. Rafal Cerebellar structures and the programming of movement sequences Behavioural Neurology 3 1990 87-97
78. L.L. Jacoby A process dissociation framework: Separating automatic from intentional uses of memory Journal of Memory and Language 30 1991 513-541
79. W. James The principles of psychology Vol. 1 1890 Holt New York
80. L. Jimenez C. Mendez A. Cleeremans Comparing direct and indirect measures of sequences learning Journal of Experimental Psychology: Learning, Memory, and Cognition 22 1996 948-969
81. Jimenez, L., Mendez, C., & Cleeremans, A. (1996b). Measures of awareness and of sequence knowledge. In Psyche: An interdisciplinary journal of research on consciousness (On-line). Retrieved from http://psyche.cs.monash.edu.au
82. D. Jones W.J. Macken Irrelevant tones produce an irrelevant speech effect: Implications for phonological coding in working memory Journal of Experimental Psychology: Learning, Memory, and Cognition 19 1993 369-381
83. D. Jones C. Madden C. Miles Privileged access by irrelevant speech to short-term memory: The role of changing state Quarterly Journal of Experimental Psychology 44A 1992 645-669
84. M.I. Jordan Serial order: A parallel distributed processing approach J.L. Elman D.E. Rumelhart Advances in connectionist theory: Speech 1989 Erlbaum Hillsdale, NJ 214-249
85. S.W. Keele Movement control in skilled motor performance Psychological Bulletin 70 1968 387-403
86. S.W. Keele R.B. Ivry E. Hazeltine U. Mayr H. Heuer The cognitive and neural architecture of sequence representations Psychological Review 110 2003 316-339
87. S.T. Klapp Motor response programming during simple and choice reaction time: The role of practice Journal of Experimental Psychology: Human Perception and Performance 21 1995 1015-1027
88. S.T. Klapp Reaction time analysis of central motor control In H. Zelaznik (Eds.), Advances in motor learning and control 1996 Human Kinetics Press Champaign, IL
89. E. Koechlin C. Ody F. Kouneiher The architecture of cognitive control in the human prefrontal cortex Science 302 2003 1181-1185
90. D.E. Kornbrot Organization of keying skills: The effect of motor complexity and number of units Acta Psychologica 70 1989 19-41
91. K.S. Lashley The accuracy of movement in the absence of excitation from the moving organ American Journal of Physiology 43 1917 169-194
92. K.S. Lashley The problem of serial order in behavior In L.A. Jeffress (Eds.), Cerebral mechanisms in behavior 1951 Wiley New York 112-136
93. P. Lovatt S.E. Avons J. Masterson The word-length effect and disyllabic words The Quarterly Journal of Experimental Psychology 53A 2000 1-22
94. P. Lovatt S.E. Avons J. Masterson Output decay in immediate serial recall: Speech time revisited Journal of Memory and Language 46 2002 227-243
95. X. Lu O. Hikosaka S. Miyachi Role of monkey cerebellar nuclei in skill for sequential movement Journal of Neurophysiology 79 1998 2245-2254
96. D.G. MacKay The problems of flexibility, fluency, and speed-accuracy trade-off in skilled behavior Psychological Review 89 1982 483-506
97. C.L. MacKenzie D.L. van Eerd Rhythmic precision in the performance of piano scales: Motor psychophysics and motor programming In M. Jeannerod (Ed.), Attention and performance XIII 1990 Erlbaum Hillsdale, NJ 375-408
98. B. MacWhinney Language acquisition In M.A. Arbib (Ed.), The handbook of brain theory and neural networks 2nd ed. 2003 MIT Press Cambridge, MA 600-603
99. Mannes, C. (1994). Neural network models of serial order and handwriting movement generation. Unpublished doctoral dissertation, Department of Cognitive and Neural Systems, Boston University
100. G.A. Miller The magical number seven, plus or minus two: Some limits on our capacity for processing information Psychological Review 63 1956 81-97
101. G.A. Miller E. Galanter K.H. Pribram Plans and the structure of behavior 1960 Holt New York
102. S. Miyachi O. Hikosaka K. Miyashita Z. Karadi M.K. Rand Differential roles of monkey striatum in learning of sequential hand movement Experimental Brain Research 115 1997 1-5
103. K. Miyashita M.K. Rand S. Miyachi O. Hikosaka Anticipatory saccades in sequential procedural learning in monkeys Journal of Neurophysiology 76 1996 1361-1366
104. H. Mushiake M. Inase J. Tanji Selective coding of motor sequence in the supplementary motor area of the monkey cerebral cortex Experimental Brain Research 82 1990 208-210
105. H. Mushiake I. Masahiko J. Tanji Neuronal activity in the primate premotor, supplementary, and precentral motor cortex during visually guided and internally determined sequential movements Journal of Neurophysiology 66 1991 705-718
106. K. Nakamura K. Sakai O. Hikosaka Neuronal activity in medial frontal cortex during learning of sequential procedures Journal of Neurophysiology 80 1998 2671-2687
107. K. Nakamura K. Sakai O. Hikosaka Effects of local inactivation of monkey medial frontal cortex in learning of sequential procedures Journal of Neurophysiology 82 1999 1063-1068
108. I. Neath J.S. Nairne Word-length effects in immediate memory: Overwriting trace decay theory Psychonomic Bulletin and Review 2 1995 429-441
109. K.M. Newell Some issues on action plans In G.E. Stelmach (Ed.), Information processing in motor control and learning 1978 Academic Press New York 41-54
110. M.J. Nissen P. Bullemer Attentional requirements of learning: Evidence from performance measures Cognitive Psychology 19 1987 1-32
111. Norris, D., Page, M. P. A., & Baddeley, A. D. (1994, July). Serial recall: It's all in the representations. Paper presented at the International Conference on Working Memory, Cambridge, UK
112. M.P.A. Page Modeling the perception of musical sequences with self-organizing neural networks Connection Science 6 1994 223-246
113. M.P.A. Page D. Norris The primacy model: A new model of immediate serial recall Psychological Review 105 1998 761-781
114. G. Pellizzer J.H. Hedges Motor planning: Effect of directional uncertainty with discrete spatial cues Experimental Brain Research 150 2003 276-289
115. S.P. Perrett B.P. Ruiz M.D. Mauk Cerebellar cortex lesions disrupt learning-dependent timing of conditioned eyelid responses Journal of Neuroscience 13 1993 1708-1718
116. P. Perruchet M.-A. Amorim Conscious knowledge and changes in performance in sequence learning: Evidence against dissociation Journal of Experimental Psychology: Learning, Memory, and Cognition 18 1992 785-800
117. D.J. Povel R. Collard Structural factors in patterned finger tapping Acta Psychologica 52 1982 107-123
118. R.D. Rafal A.W. Inhoff J.H. Friedman E. Bernstein Programming and execution of sequential movements in Parkinson's disease Journal of Neurology, Neurosurgery, and Psychiatry 50 1987 1267-1273
119. M.K. Rand O. Hikosaka S. Miyachi X. Lu K. Miyashita Characteristics of a long-term procedural skill in the monkey Experimental Brain Research 118 1998 293-297
120. M.K. Rand O. Hikosaka S. Miyachi X. Lu K. Nakamura K. Kitaguchi et al. Characteristics of sequential movements during early learning period in monkeys Experimental Brain Research 131 2000 293-304
121. J. Reason Actions not as planned: The price of automatization In G. Underwood R. Stevens (Eds.), Aspects of consciousness, Volume 1: Psychological issues 1979 Academic Press London 67-89
122. P.J. Reber L.R. Squire Encapsulation of implicit and explicit memory in sequence learning Journal of Cognitive Neuroscience 10 1998 248-263
123. F. Restle Theory of serial pattern learning: Structural trees Psychological Review 77 1970 481-495
124. Rhodes, B. J. (2000). Learning-driven changes in the temporal characteristics of serial movement performance: A model based on cortico-cerebellar cooperation. Unpublished doctoral dissertation, Department of Cognitive and Neural Systems, Boston University, Boston
125. B.J. Rhodes D. Bullock A scalable model of cerebellar adaptive timing and sequencing: The Recurrent Slide and Latch (RSL) model Applied Intelligence 17 2002 35-48
126. Rhodes, B. J., & Bullock, D. (2002b). Neural dynamics of learning and performance of fixed sequences. I: Data interpretation and model architecture. Boston University Technical Report CAS/CNS-2002-005
127. M. Rijntjes C. Dettmers C. Buchel S. Kiebel R.S.J. Frackowiak C. Weiller A blueprint for movement: Functional and anatomical representations in the human motor system Journal of Neuroscience 19 1999 8043-8048
128. D.A. Rosenbaum Successive approximations to a model of human motor programming In G.H. Bower (Ed.), The psychology of learning and motivation: Advances in research and theory Vol. 21 1987 Academic Press San Diego, CA 153-182
129. D.A. Rosenbaum A.W. Inhoff A.M. Gordon Choosing between movement sequences: A hierarchical editor model Journal of Experimental Psychology: General 113 1984 372-393
130. D.A. Rosenbaum S.B. Kenny M.A. Derr Hierarchical control of rapid movement sequences Journal of Experimental Psychology: Human Perception and Performance 9 1983 86-102
131. D.A. Rosenbaum E. Saltzman A motor-program editor In W. Prinz A.F. Sanders (Eds.), Cognition and motor processes 1984 Springer-Verlag Berlin 51-61
132. D.A. Rosenbaum E. Saltzman A. Kingman Choosing between movement sequences In S. Kornblum J. Requin (Eds.), Preparatory states and processes 1984 Erlbaum Hillsdale, NJ 119-134
133. K. Sakai O. Hikosaka S. Miyauchi R. Takino Y. Sasaki B. Putz Transition of brain activation from frontal to parietal areas in visuomotor sequence learning Journal of Neuroscience 18 1998 1827-1840
134. K. Sakai K. Kitaguchi O. Hikosaka Chunking during visuomotor sequence learning Experimental Brain Research 152 2003 229-242
135. P. Salamé A.D. Baddeley Disruption of short-term memory by unattended speech: Implications for the structure of working memory Journal of Verbal Learning and Verbal Behavior 21 1982 150-164
136. T.A. Salthouse Perceptual, cognitive, and motoric aspects of transcription typing Psychological Bulletin 99 1986 303-319
137. R.D. Seidler A. Purushotham S.-G. Kim K. Ugurbil D. Willingham J. Ashe Cerebellum activation associated with performance change but not motor learning Science 296 2002 2043-2046
138. A. Semjen A. Garcia-Colera Planning and timing of finger-tapping sequences with a stressed element Journal of Motor Behavior 18 1986 287-322
139. D.R. Shanks M.F. St. John Characteristics of dissociable human learning systems Behavioral and Brain Sciences 17 1994 367-447
140. K. Shima H. Mushiake N. Saito J. Tanji Role for cells in the presupplementary motor area in updating motor plans Proceedings of the National Academy of Sciences 93 1996 8694-8698
141. K. Shima J. Tanji Neuronal activity in the supplementary and presupplementary motor areas for temporal organization of multiple movements Journal of Neurophysiology 84 2000 2148-2160
142. S. Sternberg S. Monsell R.L. Knoll C.E. Wright The latency and duration of rapid movement sequences: Comparisons of speech and typewriting In G. Stelmach (Ed.), Information processing in motor control and learning 1978 Academic Press New York 117-152 Reprinted in Perception and production of fluent speech, pp. 469-505, by Cole, R.A. (Ed.), 1980, Hillsdale, NJ: Erlbaum).
143. S. Sternberg C.E. Wright R.L. Knoll S. Monsell Motor programs in rapid speech: Additional evidence In R.A. Cole (Ed.), The perception and production of fluent speech 1980 Erlbaum Hillsdale, NJ 507-534
144. J. Tanji K. Shima Role for supplementary motor area cells in planning several movements ahead Nature 371 1994 413-416
145. J. Taylor Selected writings of John Hughlings Jackson 1932 Hodder and Stoughton London
146. A.M. Treisman Features and objects: The fourteenth Bartlett Memorial Lecture Quarterly Journal of Experimental Psychology: Human Experimental Psychology 40A 1988 201-237
147. L.G. Ungerleider M. Mishkin Two cortical visual systems In D.J. Ingle M.A. Goodale R.J.W. Mansfield (Eds.), Analysis of visual behavior 1982 MIT Press Cambridge, MA 549-586
148. E. Vakil S. Kahan M. Huberman A. Osimani Motor and non-motor sequence learning in patients with basal ganglia lesions: The case of serial reaction time (SRT) Neuropsychologia 38 2000 1-10
149. H. van Mier W. Hulstijn The effects of motor complexity and practice on initiation time in writing and drawing Acta Psychologica 84 1993 231-251
150. W.B. Verwey Evidence for the development of concurrent processing in a sequential keypressing task Acta Psychologica 85 1994 245-262
151. W.B. Verwey A forthcoming keypress can be selected while earlier ones are executed Journal of Motor Behavior 27 1995 275-284
152. W.B. Verwey Buffer loading and chunking in sequential keypressing Journal of Experimental Psychology: Human Perception and Performance 22 1996 544-562
153. W.B. Verwey Evidence for a multi-stage model of practice in a sequential movement task Journal of Experimental Psychology: Human Perception and Performance 25 1999 1693-1708
154. W.B. Verwey Concatenating familiar movement sequence: The versatile cognitive processor Acta Psychologica 106 2001 69-95
155. W.B. Verwey Processing modes and parallel processors in producing familiar keying sequences Psychological Research 67 2003 106-122
156. W.B. Verwey Effect of sequence length on executing familiar keying sequences: Lasting segmentation and preparation? Journal of Motor Behavior 35 2003 343-354
157. Verwey, W. B., & Clegg, B. (in press). Effector dependent sequence learning in the serial RT task. Psychological Research
158. W.B. Verwey T. Eikelboom Evidence for lasting sequence segmentation in the discrete sequence production task Journal of Motor Behavior 35 2003 171-181
159. W.B. Verwey R. Lammens J. van Honk On the role of the SMA in the discrete sequence production task. A TMS study Neuropsychologia 40 2002 1268-1276
160. W.B. Verwey D. Wright Effector-independent and effector dependent learning in the discrete sequence production task Psychological Research 68 2004 64-70
161. S. Vicari S. Bellucci G.A. Carlesimo Implicit and explicit memory: A functional dissociation in persons with Down syndrome Neuropsychologia 38 2000 240-251
162. N. Ward A connectionist language generator 1994 Ablex Publishing Norwood, NJ
163. W.A. Wickelgren Context sensitive coding, associative memory, and serial order in (speech) behavior Psychological Review 76 1969 1-15
164. D.B. Willingham M.J. Nissen P. Bullemer On the development of procedural knowledge Journal of Experimental Psychology: Learning, Memory, and Cognition 15 1989 1047-1060
165. R.S. Woodworth The accuracy of voluntary movement Psychological Review Monographs 3 Suppl. 2, Whole No. 13 1899 1-114
166. Wright, C. E. (1990). Generalized motor programs: Reexamining claims of effector independence in writing. In M. Jeannerod (Ed.), Attention and performance XIII (pp. 294-320). Hillsdale, NJ: Erlbaum.