Nearly all functional magnetic resonance imaging (fMRI) studies are conducted in the supine body posture, which has been discussed as a potential confounder of such examinations. The literature suggests that cognitive functions, such as problem solving or perception, differ between supine and upright postures. However, the effect of posture on many cognitive functions is still unknown. Therefore, the aim of the present study was to investigate the effects of body posture (supine vs. sitting) on one of the most frequently used paradigms in the cognitive sciences: the N-back working memory paradigm. Twenty-two subjects were investigated in a randomized within-subject design. Subjects performed the N-back task on two consecutive days in either the supine or the upright posture. Subjective sleep quality and chronic stress were recorded as covariates. Furthermore, changes in mood dimensions and heart rate variability (HRV) were assessed during the experiment. Results indicate that the quality of sleep strongly affects reaction times when subjects performed a working memory task in a supine posture. These effects, however, could not be observed in the sitting position. The findings can be explained by HRV parameters that indicated differences in autonomic regulation in the upright vs. the supine posture. The finding is of particular relevance for fMRI group comparisons when group differences in sleep quality cannot be ruled out.

Eine phasische Ausschüttung des Neurotransmitters Dopamin wird u.a. mit positivem Affekt, der Reaktivität auf Neuheit und kognitiver Handlungssteuerung in Verbindung gebracht. In der vorliegenden Doktorarbeit wurde der dopaminerge Einfluss auf die Flexibilität und Stabilität der Handlungssteuerung untersucht. Für eine zielgerichtete Handlung sind beide antagonistischen Anforderungen notwendig. Einerseits müssen gewählte Handlungsabsichten gegenüber irrelevanten Ablenkungsreizen abgeschirmt und somit stabilisiert werden. Andererseits müssen diese Absichten im Falle handlungsrelevanter Änderungen der Situation flexibel angepasst werden. Als theoretische Grundlage für die vorliegende Arbeit dienten in diesem Zusammenhang folgende Kernthesen von Miller und Cohen (2001): (1) Der präfrontale Kortex (PFC) ist entscheidend an der Regulation der Handlungssteuerung beteiligt. (2) Eine phasische Dopaminausschüttung ermöglicht die Aufnahme neuer Reize im PFC und damit die Möglichkeit, gegebenenfalls aktuelle Regeln und Ziele zu ändern. (3) Eine phasische Dopaminausschüttung verschiebt demnach die Balance zwischen einer flexiblen und stabilen Handlungssteuerung in Richtung Flexibilität. In den ersten beiden Studien der vorliegenden Arbeit wurde der Einfluss interindividueller Unterschiede dopaminerger Aktivität auf die Flexibilität der Handlungssteuerung untersucht. Als Prädiktoren wurden die spontane Lidschlagrate (EBR), die Polymorphismen COMT Val-158-Met und DRD4 Exon III sowie das Geschlecht eingesetzt. In der dritten Studie sollte eine Dopaminausschüttung experimentell durch die Darbietung von Signalen einer potenziellen Belohnung (Geldgewinn) stimuliert werden. Hierdurch sollten die beobachteten Zusammenhänge aus den ersten beiden Studien erhärtet und in einem erweiterten theoretischen Kontext untersucht werden. In allen drei Studien zeigte sich ein signifikanter Zusammenhang von Lidschlagrate und kognitiver Flexibilität (mittleres η²=8%). Entsprechend der Vorhersage wurde mit steigender Lidschlagrate eine erhöhte Flexibilität beobachtet. Ferner ergaben sich Interaktionseffekte zwischen EBR und DRD 4 Exon III Polymorphismus bzw. EBR und Geschlecht, sowie ein Geschlechtshaupteffekt. Zur Stabilität dieser Effekte konnte jedoch jeweils keine abschließende Aussage gemacht werden. In der dritten Studie zeigte sich bei Darbietung des Belohnungssignals eine erhöhte kognitive Stabilität (η²=7%). Dieser Zusammenhang wurde vom subjektiven Erlebens des Experiments moderiert (η²=11%): Personen, die den Eindruck hatten, ohne große Anstrengung viel zu gewinnen, zeigten eine erhöhte kognitive Flexibilität. Diese beiden Befunde können innerhalb einer integrativen Theorie von Cohen et al. (2004) plausibel erklärt werden. Der Belohnungs-Haupteffekt könnte auf die Dominanz eines (noradrenergen) Wirkungspfades im Kontext der Wettkampfsituation hinweisen. Der moderierende Effekt des subjektiven Erlebens könnte gemäß der oben erläuterten Kernthesen von Miller und Cohen (2001) als gleichzeitige Flexibilisierung über den dopaminergen Wirkungspfad interpretiert werden, die insbesondere bei geringer wahrgenommener Anstrengung dominieren kann. Als wichtigstes Ergebnis der vorliegenden Arbeit kann zusammenfassend festgestellt werden, dass die Hypothese einer dopaminergen Beeinflussung der Flexibilitäts-Stabilitäts-Balance der kognitiven Handlungssteuerung durch die Ergebnisse der drei Studien unterstützt werden konnte. Dabei erwies sich insbesondere die spontane Lidschlagrate als zuverlässiger non-invasiver und effizient zu erhebender Prädiktor dopaminerger Aktivität. Der flexibilisierende Einfluss von Dopamin kann von einem stabilisierenden Einfluss überlagert werden. Dies ist insbesondere dann der Fall, wenn eine erforderliche Leistung zur Erreichung einer Belohnung als nützlich eingeschätzt und subjektiv als anstrengend wahrgenommen wird. / Converging evidence suggests a modulatory role of the neurotransmitter dopamine concerning reward, positive affect, novelty, and cognitive control. According to Miller and Cohen (2001) a phasic burst of dopamine shifts the balance between cognitive flexibility versus stability towards increased flexibility. Based on this assumption the current dissertation aimed at revealing associations between correlates of dopaminergic activity and the cognitive flexibility in an attentional set-shifting paradigm. In the first two studies we examined individual differences in the spontaneous eyeblink rate (EBR), the polymorphisms DRD4 exon III and COMT Val158Met polymorphism, as well as gender. In the third study we examined the impact of prospective monetary gains. Through this the findings of the first two studies should be validated and tested in an extended theoretical background. In all three studies an association between high EBR and increased cognitive flexibility was observed (mean η²=8%). Thus the main thesis of Miller and Cohen (2001) could be confirmed. Furthermore we observed interactions between EBR and DRD4 and EBR and gender, as well as a gender main effect on cognitive flexibility. In the third study we observed increased cognitive stability in the face of prospective gains (η²=7%). However, this effect was modulated by the subjective evaluation of the reward cues: participants who reported increasing their effort in response to reward cues showed increased cognitive stability whereas those who reported a positive and relaxed attitude towards the reward cues showed increased flexibility (η²=11%). The results thus suggest that the flexibility-stability-balance is modulated by the perceived effort needed to receive the potential reward.

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Nearly all functional magnetic resonance imaging (fMRI) studies are conducted in the supine body posture, which has been discussed as a potential confounder of such examinations. The literature suggests that cognitive functions, such as problem solving or perception, differ between supine and upright postures. However, the effect of posture on many cognitive functions is still unknown. Therefore, the aim of the present study was to investigate the effects of body posture (supine vs. sitting) on one of the most frequently used paradigms in the cognitive sciences: the N-back working memory paradigm. Twenty-two subjects were investigated in a randomized within-subject design. Subjects performed the N-back task on two consecutive days in either the supine or the upright posture. Subjective sleep quality and chronic stress were recorded as covariates. Furthermore, changes in mood dimensions and heart rate variability (HRV) were assessed during the experiment. Results indicate that the quality of sleep strongly affects reaction times when subjects performed a working memory task in a supine posture. These effects, however, could not be observed in the sitting position. The findings can be explained by HRV parameters that indicated differences in autonomic regulation in the upright vs. the supine posture. The finding is of particular relevance for fMRI group comparisons when group differences in sleep quality cannot be ruled out.

In the human visual system, one of the most prominent functions of the extensive feedback from the higher brain areas within and outside of the visual cortex is attentional modulation. The feedback helps the brain to concentrate its resources on visual features that are relevant for recognition, i. e. it iteratively selects certain aspects of the visual scene for refined processing by the lower areas until the inference process in the higher areas converges to a single hypothesis about this scene. In order to minimize a number of required selection-refinement iterations, one has to find a short sequence of maximally informative portions of the visual input. Since the feedback is not static, the selection process is adapted to a scene that should be recognized. To find a scene-specific subset of informative features, the adaptive selection process on every iteration utilizes results of previous processing in order to reduce the remaining uncertainty about the visual scene. This phenomenon inspired us to develop a computational algorithm solving a visual classification task that would incorporate such principle, adaptive feature selection. It is especially interesting because usually feature selection methods are not adaptive as they define a unique set of informative features for a task and use them for classifying all objects. However, an adaptive algorithm selects features that are the most informative for the particular input. Thus, the selection process should be driven by statistics of the environment concerning the current task and the object to be classified. Applied to a classification task, our adaptive feature selection algorithm favors features that maximally reduce the current class uncertainty, which is iteratively updated with values of the previously selected features that are observed on the testing sample. In information-theoretical terms, the selection criterion is the mutual information of a class variable and a feature-candidate conditioned on the already selected features, which take values observed on the current testing sample. Then, the main question investigated in this thesis is whether the proposed adaptive way of selecting features is advantageous over the conventional feature selection and in which situations. Further, we studied whether the proposed adaptive information-theoretical selection scheme, which is a computationally complex algorithm, is utilized by humans while they perform a visual classification task. For this, we constructed a psychophysical experiment where people had to select image parts that as they think are relevant for classification of these images. We present the analysis of behavioral data where we investigate whether human strategies of task-dependent selective attention can be explained by a simple ranker based on the mutual information, a more complex feature selection algorithm based on the conventional static mutual information and the proposed here adaptive feature selector that mimics a mechanism of the iterative hypothesis refinement. Hereby, the main contribution of this work is the adaptive feature selection criterion based on the conditional mutual information. Also it is shown that such adaptive selection strategy is indeed used by people while performing visual classification.:1. Introduction 2. Conventional feature selection 3. Adaptive feature selection 4. Experimental investigations of ACMIFS 5. Information-theoretical strategies of selective attention 6. Discussion Appendix Bibliography