Zur Messung von Übungs- und Trainingserfolg auf der Grundlage von EEG-Parametern *Friedhart Klix zum 70. Geburtstag gewidmet
On Measuring the Effect of Practice and Training on the Basis of EEG Parameters
Abstract
Zusammenfassung: Übung bzw. Training reduziert im allgemeinen die Bearbeitungszeit zur Lösung eines Problems. Diese Zeiteinsparung wird oft auf eine Verringerung kontrollierter Prozesse zugunsten automatisierter Teilprozesse zurückgeführt. Doch welche Prozeßeigenschaften zeigen einen solchen Lerneffekt an? Einen möglichen Weg zur Beantwortung dieser Frage sehen wir in der Analyse prozeßbegleitender funktionaler Kooperationen zwischen Hirnregionen und ihrer Veränderung durch Übung. In 2 EEG-Studien wird die Annahme getroffen, daß sich hoher kognitiver Aufwand für Kontroll- und Steuerprozesse im Arbeitsgedächtnis in besonders starken Synchronisationen zwischen Regionen des Frontal- und des Parietalbereiches widerspiegelt. Die Erwartung, daß eine Aufwandsreduktion durch Übung mit einer Verringerung solcher Synchronisationen einhergeht, ließ sich auf der Basis einer EEG-Kohärenzanalyse empirisch bestätigen. Gleichzeitig mit einer Verringerung der Stärke dieser interregionalen Synchronisation wurde eine Erhöhung der Stärke der lokalen Synchronisation in parietalen Bereichen gefunden. Das könnte dahingehend interpretiert werden, daß der durch Übung teilweise automatisierte Lösungsprozeß mehr und mehr in parietalen Regionen stattfindet und damit die Exekutive von ihrer Kontrollfunktion entlastet wird.
Summary: Repeated practice on cognitive tasks is known to reduce the processing time required for successful task completion, and this gain in processing speed has often been attributed to task performance becoming automated during the course of practice. It is unclear, however, what processing parameters indicate changes from controlled to more automatic processing. One promising way to answer this question is to look for functional couplings of subsystems during task performance before and after practice. It was hypothesized that the mental effort for controlled processes in working memory will be indicated by strong synchronization between frontal and parietal brain areas, and that it will be reduced over the course of practice. In 2 experiments, EEG coherence was used to assess synchronization. As expected, there was a decrease of interregional synchronization between frontal and parietal areas as a function of practica. Against this, specific parietal areas exhibited strong synchronization at the end of practice. This suggests that the automatization of task performance over the course of practice involves a shift of processing from frontal to posterior cortical areas, increasingly releasing the central executive from its controlling function.
Literatur
(1982). Acquisition of cognitive skills. Cambridge, MA: Harvard University Press.
(1997). A parametric study of prefrontal cortex involvement in human working memory. NeuroImage, 5, 49– 62
(1996). A functional MRI study of hierarchical cortical activation as a function of task complexity. NeuroImage, 3, 536– 536
(1998). Integrative visuomotor behavior is associated with interregionally coherent oscillations in the human brain. Journal of Neurophysiology, 79, 1567– 1573
(1997). Temporal dynamics of brain activation during a working memory task. Nature, 386, 604– 608
(1998). Human prefrontal cortex is not specific for working memory: A functional MRI study. NeuroImage, 8, 274– 282
(1995). The neural basis of the central executive system of working memory. Nature, 378, 279– 281
(1998). Zeitliche Bindung und der Aufbau visueller Objektrepräsentationen. In U. Kotkamp & W. Krause (Hrsg.), Intelligente Informationsverarbeitung (S. 193-200). Wiesbaden: Universitätsverlag.
(1996). The role of the prefrontal cortex in higher cognitive functions. Cognitive Brain Research, 5, 175– 181
(1963). Goodness of pattern and pattern uncertainty. Journal of Verbal Learning and Verbal Behavior, 2, 446– 452
(1997). Ereigniskorrelierte Kohärenz im EEG als Methode zur Untersuchung transienter funktionaler Kopplung. Berlin: Logos.
(1996). Coordination processes of mental transformations of patterns: Practice and transfer effects. European Journal of Cognitive Psychology, 8, 295– 317
(1997). Functional MR imaging of the prefrontal cortex: Specific activation in a working memory task. Magnetic Resonance Imaging, 15, 879– 889
(1994). Episodic and semantic memory: An analysis in the theta and alpha band. Electroencephalography and Clinical Neurophysiology, 91, 428– 441
(1992). Die Natur des Verstandes. Göttingen: Hogrefe.
(1997). Intentionale Steuerung kognitiver Aktivität. Kognitionswissenschaft, 6, 53– 69
(1992). Zur Messung geistiger Leistungen: Eine alte Idee und ein neuer Ansatz. Zeitschrift für experimentelle und angewandte Psychologie, 1, 114– 128
(1998). Concept activation and coordination of activation procedure require two different networks. NeuroReport, 9, 1649– 1653
(1997). Über die Unterscheidbarkeit begrifflicher und bildhaftanschaulicher Repräsentationen bei elementaren Denkanforderungen. Zeitschrift für Psychologie, 205, 169– 203
(1994). The correlation theory of brain function. In E. Domany, J. L. van Hemmen & K. Schulten (Eds.), Models of Neural Networks II (pp. 95-119). Berlin: Springer-Verlag (Nachdruck eines 1981 erschienenen Internal Reports des Max-Planck-Instituts für Biophysikalische Chemie in Göttingen).
(1997). Prefrontal cortex fMRI signal changes are correlated with working memory load. NeuroReport, 8, 545– 549
(1996). Sequential and coordinative processing dynamics in figural transformations across the life span. Cognition, 59, 61– 90
(1995). Neocortical dynamics and human EEG rhythms. New York: Oxford University Press.
(1997). EEG Coherency I: Statistics, Reference Electrode, Volume Conduction, Laplacians, Cortical Imaging, and Interpretation at Multiple Scales. Electroencephalography and Clinical Neurophysiology, 103, 499– 515
(1995). Die flirrende Welt der Aufmerksamkeit: Zur Neurophysiologie kognitiver Prozesse. Zeitschrift EEG - MEG, 26, 1– 18
(1996). Approaches to verbal, visual and musical creativity by EEG coherence analysis. International Journal of Psychphysiology, 24, 145– 160
(1997). Der Beitrag des Spontan-EEG zum Verständnis kognitiver Funktionen. Wiener Klinische Wochenschrift, 9, 327– 341
(1998). EEG aspects of cognitive processes: A contribution to the Proteus-like nature of consciousness. International Journal of Psychophysiology, 33, 199– 212
(1997). On the existence of different types of central beta rhythms below 30 Hz. Electroencephalography and Clinical Neurophysiology, 102, 316– 325
(1994). Bilder des Geistes. Heidelberg: Spektrum.
(1975). Bringing order to cognitive structures. In F. Restle, R. M. Shiffrin, N. J. Castellan, H. R. Lindman & D. B. Pisoni (Eds.), Cognitive theory (Vol. 1, pp. 247-270). New York: Wiley.
(1997). Neural substrates of fluid reasoning: An fMRI study of neocortical activation during performance of the Raven's Progressive Matrizen Test. Cognitive Psychology, 33, 43– 63
(1988). Probability mapping: Power and coherence analyses of cognitive processes. Brain Topography, 1, 46– 54
(1995). Costs of predictable switch between simple cognitive tasks. Journal of Experimental Psychology: General, 74, 207– 231
(1998). Synchronization between prefrontal and posterior association cortex during human working memory. Proceedings of the National Academy of Sciences USA, 95, 7092– 7096
(1995). Dynamic power and coherence analysis of ultra short-term cognitive processes - a methodical study. Brain Topography, 8, 127– 136
(1995). Dynamic cross-spectral analysis of biological signals by means of bivariate ARMA processes with time-dependent coefficients. Medical & Biological Engineering & Computing, 33, 605– 610
The sensitivity of instantaneous coherence for considering elementary comparison processing. International Journal of Psychophysiology,
(in print)(1977). Controlled and automatic human information pocessing: I. Detection, search, and attention. Psychological Review, 84, 1– 66
(1995). Visual feature integration and the temporal correlation hypothesis. Annual Review of Neuroscience, 18, 555– 586
(1997). Working memory: A view from neuroimaging. Cognitive Psychology, 33, 5– 42
(1994). Kognitive Strukturen. Münster: Waxmann.
(1998). The effect of practice in a working memory task on synchronization of specific brain areas. In S. Grondin & I. Lacouture (Eds.), Fechner Day 98. Proceedings Fourteenth Annual Meeting of the International Society of Psychophysics (pp. 355-360). Quebec, Canada: The International Society of Psychophysics.
(1987). Data determined window size and base-oriented segmentation of spontaneous EEG map series. Electroencephalography and Clinical Neurophysiology, 87, 169– 174
(1969). The discovery of processing stages: Extension of Donder's method. Acta Psychologia, 30, 276– 315
(1994). Brain activation with a maze test: An EEG coherence analysis study in healthy subjects. NeuroReport, 5, 2449– 2453
(1996). EEG coherence within the 13-18 Hz band as a correlate of a distinct lexical organisation of concrete and abstract nouns in humans. Neuroscience Letters, 209, 17– 20
(1998). Left frontal EEG coherence reflects modality independent language processes. Brain Topography, 11, 33– 42