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Searching for (Dynamic) Principles of Learning

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Coordination Dynamics: Issues and Trends

Part of the book series: Understanding Complex Systems ((UCS))

Abstract

In order to provide a comprehensive and predictive framework for learning and memory, a dynamical pattern theory seeks for very general laws and principles that determine stability and change of behavioral patterns. In the nineties, learning was defined as the emergence of a new stable behavioral pattern involving the alteration of the entire layer of underlying dynamics. Twelve years after, we attempt to evaluate what new insights this approach may afford. After a brief outline of a dynamic theory of learning, we propose three generic principles underlying learning, coming from an overview of experimental work on bimanual coordination and pattern perception: a principle of symmetry conservation, a principle of distance, and a principle of time scales. Throughout this first round of research, a deep question lingers as to the possible existence of two routes to learning. Future research has to establish whether they correspond to two levels of behavioral organization, a metric and a topological level, discerned by Bernstein.

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References

  • Adams JA (1987) Historical review and appraisal of research on the learning, retention, and transfer of human motor skills. Psychol Bull 101, 41–74

    Article  Google Scholar 

  • Alba JW, Hasher L (1983) Is memory schematic? Psychol Bull 93, 203–231

    Article  Google Scholar 

  • Anderson JR (2001) The power law as an emergent property. Mem Cognition 29, 1061–1068

    Article  Google Scholar 

  • Anderson JR, Schooler LJ (1991) Reflections of the environment in memory. Psychol Sci 2, 396–408

    Article  Google Scholar 

  • Atchy-Dalama P (2000) Spontaneous evolution of coordination dynamics with unspecific practice. Universite Paul Sabatier Toulouse, Unpublished Master Thesis.

    Google Scholar 

  • Ballard B (1913) Obliviscence and reminiscence. Brit J Psychol 2, 100–254

    Google Scholar 

  • Bartlett FC (1932) Remembering: A study in experimental and social psychology. Cambridge University Press, London

    Google Scholar 

  • Bernstein NA (1967) The coordination and regulation of movements. Pergamon, Oxford

    Google Scholar 

  • Brashers-Krug T, Shadmehr R, Bizzi E (1996) Consolidation in motor memory. Nature 382, 252–255

    Article  Google Scholar 

  • Buschke H (1974) Spontaneous remembering after recall failure. Science 184, 579–581

    Article  Google Scholar 

  • Conway MA (1991) In defense of everyday memory. Am Psychol 46, 19–27

    Article  Google Scholar 

  • Estes WK (1997) Process of memory loss, recovery and distortion. Psychol Rev 104, 148–169

    Article  Google Scholar 

  • Fontaine RJ, Lee TD, Swinnen S (1997) Learning a new coordination pattern: Reciprocal influences of intrinsic and to-be-learned patterns. Can J Exp Psychol 51, 1–9

    Google Scholar 

  • Fuchs A, Jirsa VK (2000) The HKB model revisited: How varying the degree of symmetry controls dynamics Hum Movement Sci 19, 425–449

    Google Scholar 

  • Giraudo MD, Pailhous J (1999) Dynamic instability of visuospatial images. J Exp Psychol Human 25, 1495–1516

    Article  Google Scholar 

  • Glenberg AM (1997) What is memory for. Behav Brain Sci 20, 1–55

    Google Scholar 

  • Haider H, Frensch PA (2002) Why aggregated learning follows the power law of practice when individual learning does not. J Exp Psychol Learn 28, 392–406.

    Article  Google Scholar 

  • Haken H (1983) Synergetics: An introduction, 3 edn. Springer-Verlag, New York

    Google Scholar 

  • Haken H (1993) Basic Concepts of Synergetics. Appl Phys A 57, 111–115

    Article  Google Scholar 

  • Haken H, Kelso JAS, Buntz H (1985) A theoretical model of phase transitions in human hand movements. Biological Cybernetics 51, 347–356

    Article  MathSciNet  MATH  Google Scholar 

  • Haken H, Wischert W, Wunderlin A, Meijer G (1993) Introduction of synergetics. In: Greppin H, Bonzon M, Agosti RD (eds.) Some physicochemical and mathematical tools for understanding of living systems. University of Geneva, Geneva, 71–87

    Google Scholar 

  • Haken H, Wunderlin S, Yigitbasi S (1995) An introduction to synergetics. Open Syst Inf Dyn 3, 97–130

    Article  MATH  Google Scholar 

  • Heathcote A, Brown S, Mewhort DJK (2002) The power law repealed: The case for an exponential law of practice. Psychon B Rev 7, 185–207

    Google Scholar 

  • Hodges JN, Franks IM (2000) Attention focusing instructions and coordination bias: Implications for learning a novel bimanual task. Hum Movement Sci 19, 843–867

    Google Scholar 

  • Hodges JN, Franks IM (2001) Learning and coordination skill: Interactive effects of instruction and feedback. Res Q Exercise Sport 72, 132–142

    Google Scholar 

  • Jagacinski RJ, Peper CE, Beek PJ (2000) Dynamic, stochastic, and topological aspects of polyrhythmic performance. J Motor Behav 32, 323–336

    Article  Google Scholar 

  • Jouet I (2002) Evolution of attentional cost with learning a non-spontaneous coordination pattern. Universite Paul Sabatier Toulouse, Unpublished Master Thesis.

    Google Scholar 

  • Keele SW, Cohen A, Ivry RB (1990) Motor programs: Concepts and issue. In: Jeannerod M (ed) Attention and performance XIII. Erlbaum, Hillsdale, NJ, 77–110

    Google Scholar 

  • Kelso JAS (1984) Phase transitions and critical behavior in human bimanual coordination. Journal of Physiology, Regulatory, Integrative and Comparative Physiology 15, R1000 - R1004

    Google Scholar 

  • Kelso JAS (1995) Dynamic patterns: The self-organization of brain and behavior. The MIT Press, Cambridge

    Google Scholar 

  • Kelso JAS, Jeka JJ (1992) Symmetry breaking dynamics of human multilimb coordination. J Exp Psychol Human 18, 645–668

    Article  Google Scholar 

  • Kelso JAS, Zanone PG (2002) Coordination dynamics and transfer across different effector systems. J Exp Psychol Human 28, 776–797

    Article  Google Scholar 

  • Koffka K (1935) Principles of gestalt psychology. Hartcourt Brace, New York

    Google Scholar 

  • Koriat A, Goldsmith M (1996) Memory metaphors and the real life/laboratory controversy: Correspondence versus storehouse conceptions of memory. Behav Brain Sci 10, 167–228

    Google Scholar 

  • Kostrubiec V, Zanone PG (2002) Memory dynamics: Distance between the new task and existing behavioral patterns affects learning and interference in bimanual coordination. Neurosci Lett 331, 193–197

    Google Scholar 

  • Loftus EF, Palmeri TJ (1974) Reconstruction of automobile destruction: An example of the interaction between language and memory. J Verb Learn Verb Be 13, 585–589

    Google Scholar 

  • Logan GD (1988) Toward an instance theory of automatization. Psychol Rev 95, 492–527

    Article  Google Scholar 

  • Monno A, Chardenon A, Temprado JJ, Zanone PG, Laurent M (2000) Effects of attention on phase transitions between bimanual coordination patterns: A behavioral and cost analysis in humans. Neurosci Lett 283, 93–96

    Google Scholar 

  • Neisser U (1967) Cognitive Psychology. Appletin Century - Crofts, New York

    Google Scholar 

  • Neisser U (1981) John Deans’s memory: A case study. Cognition 9, 1–22

    Article  Google Scholar 

  • Newell KM, Liu YT, Mayer-Kress G (2001) Time scales in motor learning and development. Psychol Rev 108, 57–82

    Article  Google Scholar 

  • Palmeri TJ (1999) Theories of automaticity and the power law of practice. J Exp Psych Learn 25, 543–551

    Article  Google Scholar 

  • Pavlov I (1932) Reflexes conditionnels et inhibitions. Gonthier, Genève

    Google Scholar 

  • Pellecchia GL, Turvey MT (2001) Cognitive activity shifts the attractors of bimanual rhythmic coordination. J Motor Behav 33, 9–15

    Article  Google Scholar 

  • Piaget J, Inhelder B (1976) La psychologie de l’enfant. PUF, Paris

    Google Scholar 

  • Schacter DL, Norman KA, Koutstaal W (1998) The cognitive neuroscience of constructive memory. Annu Rev Psychol 49, 289–318

    Article  Google Scholar 

  • Schmidt RC, Lee TD (1999) Motor control and learning Human Kinetics, Champaign

    Google Scholar 

  • Schöner G (1989) Learning and recall in a dynamic theory of coordination patterns. Biol Cybern 62, 39–54

    Article  Google Scholar 

  • Schöner G, Dijkstra TMH, Jeka JJ (1998) Action-perception patterns emerge from coupling and adaptation. Ecol Psychol 10, 323–346

    Google Scholar 

  • Schöner G, Haken H, Kelso JAS (1986) A stochastic theory of phase transitions in human hand movement. Biol Cybern 53, 247–257

    Article  MATH  Google Scholar 

  • Schöner G, Kelso JAS (1988a) Dynamic pattern generation in behavioral and neural systems. Science 239, 1513–1520

    Article  Google Scholar 

  • Schöner G, Kelso JAS (1988c) A synergetic theory of environmentally -specified and learned patterns of movement coordination. I. Relative phase dynamics. Biol Cybern 58, 71–80

    Google Scholar 

  • Schöner G, Zanone PG, Kelso JAS (1992) Learning as change of coordination dynamics: Theory and experiment. J Motor Behav 24, 29–48

    Google Scholar 

  • Shadmehr R, Holcomb H (1997) Neural correlates of motor memory consolidation. Science 277, 821–825

    Article  Google Scholar 

  • Shaw RE, McIntyre M, Mace W (1974) The Role of Symmetry in Event Perception. In: Macleod RB, Pick HL, (eds.) Perception: Essays in Honor of James Gibson. Cornell University Press, Ithaca, 650–660

    Google Scholar 

  • Smethurst CJ, Carson RG (2001) The acquisition of movement skills: Practice enhances the dynamic stability of bimanual coordination. Hum Movement Sci 20, 499–529

    Google Scholar 

  • Temprado JJ, Zanone PG, Monno A, Laurent M (1999) Attentional load associated with performing and stabilizing preferred patterns. J Exp Psychol Human 25, 1579–1594

    Article  Google Scholar 

  • Temprado JJ, Zanone PG, Monno A, Laurent M (2001) A dynamical framework to understand performance trade-off and interference in dual tasks. J Exp Psychol Human 27, 1303–1313

    Article  Google Scholar 

  • Thompson DAW (1961) On Growth and form. Cambridge University Press, Cambridge

    Google Scholar 

  • Turvey MT, Kugler PN (1984) An ecological approach to perception and action. In: Whiting HTA (ed.) Human motor actions, Bernstein Reassessed, Vol 17. Elsevier Publishers, BV, North-Holland, 373–412

    Chapter  Google Scholar 

  • Turvey MT, Shaw BK (1995) Toward an ecological physics and a physical psychology. In: Solso RL, Massaro DW (eds.) The science of the mind: 2001 and beyond. Oxford University Press, New York, 144–169

    Google Scholar 

  • Turvey MT, Shaw BK, Reed ES (1981) Ecological laws of perceiving and acting: In reply to Fodor and Pylyshyn (1981). Cognition 9, 237–304

    Article  Google Scholar 

  • Ward LB (1937) Reminiscence and learning. Psychol Monogr 44, 200–245

    Google Scholar 

  • Wenderoth N, Bock O (2001) Learning of a new bimanual coordination pattern is governed by three distinct processes. Motor Control 1, 23–35

    Google Scholar 

  • Wenderoth N, Bock O, Krohn R (2002) Learning of a new bimanual coordination pattern is influenced by existing attractors. Motor Control 6, 166–182

    Google Scholar 

  • Zanone PG, Kelso JAS (1992) Evolution of behavioral attractors with learning: Nonequilibrum phase transitions. J Exp Psychol Human 18, 403–421

    Google Scholar 

  • Zanone PG, Kelso JAS (1994) The coordination dynamics of learning: Theoretical structure and experimental agenda. In: Swinnen S, Heuer M, Massion J, Casaer P (eds.) Interlimb coordination: Neural, dynamical and cognitive constraints. Academic Press, New York, 571–593

    Google Scholar 

  • Zanone PG, Kelso JAS (1997) Coordination dynamics of learning and transfer: Collective and component levels. J Exp Psychol Human 23, 1454–1480

    Google Scholar 

  • Zanone PG, Monno A, Temprado JJ, Laurent M (2001) Shared dynamics of attentional cost and pattern stability. Hum Movement Sci 20, 765–789

    Article  Google Scholar 

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Zanone, PG., Kostrubiec, V. (2004). Searching for (Dynamic) Principles of Learning. In: Jirsa, V.K., Kelso, J.A.S. (eds) Coordination Dynamics: Issues and Trends. Understanding Complex Systems. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39676-5_4

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  • DOI: https://doi.org/10.1007/978-3-540-39676-5_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-05790-8

  • Online ISBN: 978-3-540-39676-5

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