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Institute
Cognitive stability and flexibility are core functions in the successful pursuit of behavioral goals. While there is evidence for a common frontoparietal network underlying both functions and for a key role of dopamine in the modulation of flexible versus stable behavior, the exact neurocomputational mechanisms underlying those executive functions and their adaptation to environmental demands are still unclear. In this work we study the neurocomputational mechanisms underlying cue based task switching (flexibility) and distractor inhibition (stability) in a paradigm specifically designed to probe both functions. We develop a physiologically plausible, explicit model of neural networks that maintain the currently active task rule in working memory and implement the decision process. We simplify the four-choice decision network to a nonlinear drift-diffusion process that we canonically derive from a generic winner-take-all network model. By fitting our model to the behavioral data of individual subjects, we can reproduce their full behavior in terms of decisions and reaction time distributions in baseline as well as distractor inhibition and switch conditions. Furthermore, we predict the individual hemodynamic response timecourse of the rule-representing network and localize it to a frontoparietal network including the inferior frontal junction area and the intraparietal sulcus, using functional magnetic resonance imaging. This refines the understanding of task-switch-related frontoparietal brain activity as reflecting attractor-like working memory representations of task rules. Finally, we estimate the subject-specific stability of the rule-representing attractor states in terms of the minimal action associated with a transition between different rule states in the phase-space of the fitted models. This stability measure correlates with switching-specific thalamocorticostriatal activation, i.e., with a system associated with flexible working memory updating and dopaminergic modulation of cognitive flexibility. These results show that stochastic dynamical systems can implement the basic computations underlying cognitive stability and flexibility and explain neurobiological bases of individual differences.
Die vorliegende Arbeit beschäftigt sich mit den Arbeitsgedächtnisleistungen zweier sprachlicher Sondergruppen und der Möglichkeit über die Leistung des Arbeitsgedächtnisses validere Prognosen des weiteren sprachlichen bzw. schriftsprachlichen Entwicklungsverlaufs zu erreichen, als dies über eine ausschließliche Erhebung der Sprachleistung möglich ist. Die Basis dieser Untersuchungen bilden zwei Längsschnittstudien. Die Daten der sprachlichen Sondergruppe der Late Talker (kognitive Aspekte) wurden in Heidelberg an der Universität und dem Frühinterventionszentrum (FRIZ) zwischen dem zweiten und dem neunten Lebensjahr der Kinder (N=93 mit n1=59 Late Talkers und n2=34 Kontrollkindern) in bestimmten Abständen erhoben. Neben den sprachlichen und kognitiven Leistungstests wurde zum letzten Messzeitpunkt zusätzlich die Arbeitsgedächtnisleistung erfasst. Dabei sollte untersucht werden, ob die Leistungen im Arbeitsgedächtnis valide unterscheiden können zwischen Kindern mit persistierenden Sprachentwicklungsproblemen und Kindern, die das Defizit im weiteren Entwicklungsverlauf aufholen (Late Bloomer). Die Ergebnisse zeigen, dass mithilfe der Leistungen in der Phonologischen Schleife eine sehr gute Trennung der Late Bloomer von den Kindern, die weiter eine Sprachproblematik aufweisen, vorgenommen werden kann. Ein Hinzuziehen der zentral-exekutiven Leistungen bringt hingegen keine Verbesserung in der Vorhersagegenauigkeit.
Der zweiten Untersuchung liegen zum einen die Daten der Normierung der Arbeitsgedächtnistestbatterie für Kinder von fünf bis zwölf Jahren (AGTB 5-12 {Hasselhorn et al., 2012}) zugrunde (N=1.669 davon 243 Kinder mit Migrationshintergrund), anhand derer überprüft wurde, ob Kinder mit Migrationshintergrund in irgendeiner Weise durch die Nutzung der Testbatterie benachteiligt werden, sei es 1. Durch die ungeprüfte Übernahme des Arbeitsgedächtnismodells (nach dem Vorbild von Baddeley (1986)), dass für Muttersprachler bereits bestätigt werden konnte, 2. Durch Benachteiligungen in bestimmten Untertests und 3. Durch die Testbatterie im Allgemeinen, die Art der Testung und die Wahl bestimmter Items. Zur Überprüfung, inwieweit Prädiktoren, die bei Muttersprachlern valide Prognosen der späteren schriftsprachlichen Leistungen erlauben, auch bei Kindern mit Migrationshintergrund genutzt werden können, wird ein weiterer längsschnittlicher Datensatz herangezogen. Von den 127 Kindern der Längsschnittstudie des Projekts ANNA „Gedächtnis und Schulfähigkeit“ (Individual Development and Adaptive Education of Children at Risk am Deutschen Institut für internationale pädagogische Forschung - DIPF) weisen 60 Kinder einen Migrationshintergrund auf. Auf Basis beider Datensätze konnte nachgewiesen werden, dass das Modell des Arbeitsgedächtnisses auch bei Kindern mit Migrationshintergrund Anwendung findet und die Benachteiligungen bei der Testung besonders gering ausfallen, je früher die Kinder untersucht werden. Es zeigt sich aber auch, dass die AGTB 5-12 an manchen Stellen überarbeitet werden sollte, um mögliche Benachteiligungen noch weiter zu verringern. Außerdem konnte gezeigt werden, dass sich auch bei Kindern mit Migrationshintergrund valide Prognosen späterer schriftsprachlicher Leistungen anhand ihrer Arbeitsgedächtnisleistungen treffen lassen und hier hauptsächlich auf Basis der phonologischen Gesamtleistungen (alle Untertests).
In the present work, mismatch negativity (MMN) was used to examine the contribution of spectral vs. temporal perceptual features to vowel length discrimination in children and adults. Three age groups (adults vs. 9-10 years vs. 10-11 years olds) have been taken to examine developmental effects on vowel length perception. Natural (i.e., spectrotemporal) vowel length differences were compared with (artificially modified) stimulus pairs varying only in temporal or spectral characteristics to contrast spectral, temporal and spectrotemporal processing.
The result indicates that, while adults integrate spectral and temporal aspects of the speech signal in an additive way, children of 9-10 years of age sequentially process both features. However, vowel length processing is found to become adultlike at the age of 10-11 years.
Die vorliegende Dissertation zeigt, dass globale Kohärenz in Lebenserzählungen erst in der Adoleszenz entsteht und sich im Erwachsenenalter weiter entwickelt. Außerdem konnte gezeigt werden, dass die fragmentarische Nutzung der Lebensgeschichte in Form autobiographischen Urteilens in Zeiten tiefgreifender Lebensveränderungen zum Erhalt der Selbst-Kontinuität beiträgt.
Numerous studies reported a strong link between working memory capacity (WMC) and fluid intelligence (Gf), although views differ in respect to how close these two constructs are related to each other. In the present study, we used a WMC task with five levels of task demands to assess the relationship between WMC and Gf by means of a new methodological approach referred to as fixed-links modeling. Fixed-links models belong to the family of confirmatory factor analysis (CFA) and are of particular interest for experimental, repeated-measures designs. With this technique, processes systematically varying across task conditions can be disentangled from processes unaffected by the experimental manipulation. Proceeding from the assumption that experimental manipulation in a WMC task leads to increasing demands on WMC, the processes systematically varying across task conditions can be assumed to be WMC-specific. Processes not varying across task conditions, on the other hand, are probably independent of WMC. Fixed-links models allow for representing these two kinds of processes by two independent latent variables. In contrast to traditional CFA where a common latent variable is derived from the different task conditions, fixed-links models facilitate a more precise or purified representation of the WMC-related processes of interest. By using fixed-links modeling to analyze data of 200 participants, we identified a non-experimental latent variable, representing processes that remained constant irrespective of the WMC task conditions, and an experimental latent variable which reflected processes that varied as a function of experimental manipulation. This latter variable represents the increasing demands on WMC and, hence, was considered a purified measure of WMC controlled for the constant processes. Fixed-links modeling showed that both the purified measure of WMC (β = .48) as well as the constant processes involved in the task (β = .45) were related to Gf. Taken together, these two latent variables explained the same portion of variance of Gf as a single latent variable obtained by traditional CFA (β = .65) indicating that traditional CFA causes an overestimation of the effective relationship between WMC and Gf. Thus, fixed-links modeling provides a feasible method for a more valid investigation of the functional relationship between specific constructs.
Although much is known about the critical importance of active verbal rehearsal for successful recall, knowledge about the mechanisms of rehearsal and their respective development in children is very limited. To be able to rehearse several items together, these items have to be available, or, if presented and rehearsed previously, retrieved from memory. Therefore, joint rehearsal of several items may itself be considered recall. Accordingly, by analyzing free recall, one cannot only gain insight into how recall and rehearsal unfold, but also into how principles that govern children’s recall govern children’s rehearsal. Over a period of three and a half years (beginning at grade 3) 54 children were longitudinally assessed seven times on several overt rehearsal free recall trials. A first set of analyses on recall revealed significant age-related increases in the primacy effect and an age-invariant recency effect. In the middle portion of the list, wave-shaped recall characteristics emerged and increased with age, indicating grouping of the list into subsequences. In a second set of analyses, overt rehearsal behavior was decomposed into distinct rehearsal sets. Analyses of these sets revealed that the distribution of rehearsals within each set resembled the serial position curves with one- or two-item primacy and recency effects and wave-shaped rehearsal patterns in between. In addition, rehearsal behavior throughout the list was characterized by a decreasing tendency to begin rehearsal sets with the first list item. This result parallels the phenomenon of beginning recall with the first item on short lists and with the last item on longer lists.