Adaptation and learning: Characteristic time scales of performance dynamics

Human Movement Science

Volumn 28, Issue 6, 2009, Pages 655-687

  Newell, Karl M ^a   Mayer Kress, Gottfried ^a   Hong, S Lee ^b   Liu, Yeou Teh ^c  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b INDIANA UNIVERSITY   (United States)

^c NATIONAL TAIWAN NORMAL UNIVERSITY   (Taiwan)

Author keywords

Adaptation; Learning; Time scales; Warm up

Indexed keywords

ADAPTATION; ARTICLE; BEHAVIOR CHANGE; HUMAN; LEARNING; MATHEMATICAL ANALYSIS; MEMORY CONSOLIDATION; MOTOR PERFORMANCE; NEUROSCIENCE; PERFORMANCE MEASUREMENT SYSTEM; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; SENSORIMOTOR FUNCTION; SENSORIMOTOR INTEGRATION; THEORETICAL MODEL; TIME;

ADAPTATION, PSYCHOLOGICAL; ALGORITHMS; HUMANS; MODELS, THEORETICAL; PRACTICE (PSYCHOLOGY); PSYCHOMOTOR PERFORMANCE; RETENTION (PSYCHOLOGY); TIME FACTORS;

EID: 70350774086     PISSN: 01679457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.humov.2009.07.001     Document Type: Article

References (66)

1. Abraham R.H., and Shaw C.D. Dynamics: The geometry of behavior. Part one: Periodic behavior (1982), Aerial Press, Santa Cruz
2. Adams J.A. Warm-up decrement in performance on the pursuit rotor. American Journal of Psychology 65 (1952) 404-414
3. Adams J.A. The second facet of forgetting: A review of warm-up decrement. Psychological Bulletin 58 (1961) 257-273
4. Anderson J.R., Fincham J.M., and Douglass S. Practice and retention: A unifying analysis. Journal of Experimental Psychology: Learning, Memory, and Cognition 25 (1999) 1120-1136
5. Bahrick H.P., Fitts P.M., and Briggs G.E. Learning curves - Facts or artefacts?. Psychological Bulletin 54 (1957) 256-268
6. Bernstein N. The co-ordination and regulation of movements (1967), Pergamon, New York
7. Bourne Jr. L.E., and Archer E.J. Time continuously on target as a function of distribution of practice. Journal of Experimental Psychology 51 (1956) 25-33
8. Brashers-Krug T., Shadmehr R., and Bizzi E. Consolidation in human motor memory. Nature 382 (1996) 252-255
9. Burnham K.P., and Anderson D.R. Model selection and multimodal inference. A practical information-theoretic approach (2002), Springer, New York
10. Dempster F.N. Distributing and managing the conditions of encoding and practice. In: Bjork R., and Bjork E. (Eds). Memory (1996), Academic Press, New York 317-344
11. Derégnaucourt S., Mitra P.P., Feher O., Pytte C., and Tchernichovski O. How sleep affects the developmental learning of bird song. Nature 433 (2005) 710-716
12. Edelman G.M., and Gally J. Degeneracy and complexity in biological systems. Proceedings of the National Academy of Sciences of the United States of America 98 (2001) 13763-13768
13. Fischer S., Hallschmid S., Elsner M., and Born J. Sleep forms memory for finger skills. Proceedings of the National Academy of Sciences of the United States of America 99 (2002) 11987-11991
14. Fleishman E.A., and Parker J.F. Factors in the retention and relearning of perceptual motor skill. Journal of Experimental Psychology 64 (1962) 215-226
15. Foster D.J., and Wilson M.A. Reverse replay of behavioural sequences in hippocampal place cells during the awake state. Nature 440 (2006) 680-683
16. Guillaume I., Pascual A., and Preat T. Exclusive consolidated memory phases in Drosophila. Science 304 (2004) 1024-1027
17. Haken H. Synergetics: An introduction. 3rd ed. (1983), Springer-Verlag, Berlin
18. Hallett M., and Grafman J. Executive function and motor skill learning. International Review of Neurobiology 41 (1997) 297-323
19. Hammerton M. Retention of learning a difficult tracking task. Journal of Experimental Psychology 66 (1963) 108-110
20. Heathcote A., Brown S., and Mewhort D.J.K. The power law repealed: The case for an exponential law of practice. Psychonomic Bulletin & Review 7 (2000) 185-207
21. Hilgard E.R., and Bower G.H. Theories of learning (1975), Prentice-Hall, Englewood Cliffs, NJ
22. Hintzman D.L. Repetition and memory. In: Bower G. (Ed). Psychology of learning and memory Vol. II (1976), Academic Press, New York 47-91
23. Hobson J.A., and Pace-Schott E.F. The cognitive neuroscience of sleep: Neuronal systems, consciousness and learning. Nature Reviews 3 (2002) 679-693
24. Hull C.L. Principles of behavior: An introduction to behavior theory (1943), Appleton-Century-Crofts, New York
25. Hull C.L. Essentials of behavior (1951), Yale University Press, New Haven
26. Irion A.L. The relation of "set" to attention. Psychological Review 55 (1948) 336-341
27. Kandel E.R. In search of memory: The emergence of a new science of the mind (2006), Norton, New York
28. Kaplan D., and Glass L. Understanding nonlinear dynamics (1995), Springer-Verlag, New York
29. Karni A., Tanne D., Rubenstein B.S., Askensasy J.J.M., and Sagi D. Dependence of REM sleep of overnight improvement of a perceptual skill. Science 263 (1994) 679-682
30. Liu Y.-T., Mayer-Kress G., and Newell K.M. A piecewise linear map model for the sequential trial strategy of discrete timing tasks. Acta Psychologica 103 (1999) 207-228
31. Liu Y.-T., Mayer-Kress G., and Newell K.M. Beyond curve fitting to inferences about learning. Journal of Motor Behavior 35 (2003) 197-207
32. Liu Y.-T., Mayer-Kress G., and Newell K.M. Qualitative and quantitative change in the dynamics of motor learning. Journal of Experimental Psychology: Human Perception and Performance 32 (2006) 380-393
33. Mazur J.E., and Hastie R. Learning as accumulation: A re-examination of the learning curve. Psychological Bulletin 85 (1978) 1256-1274
34. Molenaar P.C.M. A manifesto on psychology as idiographic science. Bringing the person back into scientific psychology, this time forever. Measurement 2 (2000) 201-218
35. Nacson J., and Schmidt R.A. The activity-set hypothesis for warm-up decrement. Journal of Motor Behavior 3 (1971) 1-15
36. Newell A., and Rosenbloom P.S. Mechanisms of skill acquisition and the law of practice. In: Anderson J.R. (Ed). Cognitive skills and their acquisition (1981), Erlbaum, Hillsdale, NJ 1-55
37. Newell K.M. Coordination, control and skill. In: Goodman D., Franks I., and Wilberg R. (Eds). Differing perspectives in motor learning, memory and control (1985), North-Holland, Amsterdam 295-317
38. Newell K.M. Constraints on the development of coordination. In: Wade M.G., and Whiting H.T.A. (Eds). Motor skill acquisition in children: Aspects of coordination and control (1986), Martinus Nijhoff, Amsterdam 341-360
39. Newell K.M., and Slifkin A.B. The nature of movement variability. In: Piek J. (Ed). Motor control and human skill: A multidisciplinary perspective (1998), Human Kinetics, Champaign
40. Newell K.M., Liu Y.-T., and Mayer-Kress G. Time scales in motor learning and development. Psychological Review 108 (2001) 57-82
41. Newell K.M., Liu Y.-T., and Mayer-Kress G. A dynamical systems interpretation of epigenetic landscapes for infant motor development. Infant Development and Behavior 26 (2003) 449-472
42. Newell K.M., Liu Y.-T., and Mayer-Kress G. Learning in the brain-computer interface. Insights about degrees of freedom and degeneracy in a landscape model of motor learning. Cognitive Processing 6 (2005) 37-47
43. Newell K.M., Mayer-Kress G., and Liu Y.-T. Human learning: Powers laws or multiple characteristic time scales?. Tutorials in Quantitative Methods for Psychology 2 (2006) 66-76
44. Pitt M.A., and Myung I.J. When a good fit can be bad. Trends in Cognitive Neuroscience 5 (2002) 421-425
45. Rickard T.C. Forgetting and learning potentiation: Dual consequences of between-session delays in cognitive skill learning. Journal of Experimental Psychology: Learning, Memory and Cognition 33 (2007) 297-304
46. Riley M.A., and Turvey M.T. Variability and determinism in motor behavior. Journal of Motor Behavior 34 (2002) 99-125
47. Rubin D.C., and Wenzel A.E. One hundred years of forgetting: A quantitative description of retention. Psychological Review 103 (1996) 734-760
48. Ryle G. The concept of mind (1949), Hutchinson, San Francisco, CA
49. Schmidt R.A., and Lee T.D. Motor control and learning: A behavioral emphasis. 4th ed. (2005), Human Kinetics, Champaign, IL
50. Schroeder M. Fractals, chaos, power laws (1991), W.H. Freeman, New York
51. Shaw R.E., Kadar E., Sim M., and Repperger D.W. The intentional spring: A strategy for modeling systems that learn to perform intentional acts. Journal of Motor Behavior 24 (1992) 3-28
52. Shea C.H., Lai Q., Black C., and Park J. Spacing practice sessions across days benefits the learning of motor skills. Human Movement Science 19 (2000) 737-760
53. Siegel J.M. The REM sleep-memory consolidation hypothesis. Science 294 (2001) 1058-1063
54. Singer R.N. Motor learning and human performance (1975), MacMillan, New York
55. Smith M.A., Ghazizadeh A., and Shadmehr R. Interacting adaptive processes with different timescales underlie short-term motor learning. PLOS Biology 4 (2006) 1035-1043
56. Snoddy G.S. Learning and stability. Journal of Applied Psychology 10 (1926) 1-36
57. Spray J.A., and Newell K.M. Time series analysis of motor learning: KR versus no KR. Human Movement Science 5 (1986) 59-74
58. Squire L.R. Memory and brain (1987), Oxford University Press, Oxford
59. Squire L.R. Rapid consolidation. Science 316 (2007) 57-58
60. Stratton S., Liu Y.-T., Hong S.L., Mayer-Kress G., and Newell K.M. Snoddy revisited: Time scales of motor learning. Journal of Motor Behavior 39 (2007) 503-515
61. Tse D., Langston R.F., Kakeyama M., Bethus I., Spooner P.A., Wood E.R., et al. Schemas and memory consolidation. Science 316 (2007) 76-82
62. Vertes R.P., and Eastman K.E. The case against memory consolidation in REM sleep. Behavioral and Brain Sciences 23 (2000) 867-876
63. Wagner U., Gais S., Haider H., Verleger R., and Born J. Sleep inspires insight. Nature 427 (2004) 352-355
64. Walker M.P., Brakefield T., Hobson T.A., and Stickgold R. Dissociable stages of human memory consolidation and reconsolidation. Nature 425 (2003) 616-620
65. Ward L.M. Synchronous neural oscillations and cognitive processes. Trends in Cognitive Sciences 7 (2003) 553-559
66. Wixted J.T. The psychology and neuroscience of forgetting. Annual Review of Psychology 55 (2004) 235-269