Alle Publikationen
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2019
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(2019): Regularity Extraction Across Species: Associative Learning Mechanisms Shared by Human and Non-Human Primates. In: Topics in cognitive science 11 (3), S. 573-586. DOI: 10.1111/tops.12343
DOI: https://doi.org/10.1111/tops.12343 Abstract: Extracting the regularities of our environment is a core cognitive ability in human and non-human primates. Comparative studies may provide information of strong heuristic value to constrain the elaboration of computational models of regularity learning. This study illustrates this point by testing human and non-human primates (Guinea baboons, Papio papio) with the same experimental paradigm, using a novel online learning measure. For local co-occurrence regularities, we found similar patterns of regularity extraction in baboons and humans. However, only humans extracted the more global sequence structure. It is proposed that only the first result that is common to both species should be used to constrain models of regularity learning. The second result indicates that the extraction of global regularities cannot be accounted for by mere associative learning mechanisms and suggests that humans probably benefit from their language recoding abilities for extracting these regularities. We propose to use a comparative approach to address a series of remaining theoretical questions, which will contribute to the development of a general theory of regularity learning.
2014
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(2014): Improving manual skills in persons with disabilities (PWD) through a multimodal assistance system. In: Disability and rehabilitation. Assistive technology 9 (4), S. 335-343. DOI: 10.3109/17483107.2013.799238
DOI: https://doi.org/10.3109/17483107.2013.799238 Abstract: UNLABELLED In this research work, we present a Multimodal Guidance System (MGS) whose aim is to provide dynamic assistance to persons with disabilities (PWD) while performing manual activities such as drawing, coloring in and foam-cutting tasks. The MGS provides robotic assistance in the execution of 2D tasks through haptic and sound interactions. Haptic technology provides the virtual path of 2D shapes through the point-based approach, while sound technology provides audio feedback inputs related to the hand's velocity while sketching and filling or cutting operations. By combining this Multimodal System with the haptic assistance, we have created a new approach with possible applications to such diverse fields as physical rehabilitation, scientific investigation of sensorimotor learning and assessment of hand movements in PWD. The MGS has been tested by people with specific disorders affecting coordination, such as Down syndrome and developmental disabilities, under the supervision of their teachers and care assistants inside their learning environment. A Graphic User Interface has been designed for teachers and care assistants in order to provide training during the test sessions. Our results provide conclusive evidence that the effect of using the MGS increases the accuracy in the tasks operations. IMPLICATIONS FOR REHABILITATION The Multimodal Guidance System (MGS) is an interface that offers haptic and sound feedback while performing manual tasks. Several studies demonstrated that the haptic guidance systems can help people in recovering cognitive function at different levels of complexity and impairment. The applications supported by our device could also have an important role in supporting physical therapist and cognitive psychologist in helping patients to recover motor and visuo-spatial abilities.
Keywords: Adolescent, Adult, Assistenz, Developmental Disabilities/physiopathology/psychology/rehabilitation, Entwicklungspsychologie, Equipment Design, Feedback, Sensory/physiology, Female, Humans, Male, Motor Skills Disorders/physiopathology/psychology/rehabilitation, Psychomotor Performance/physiology, Robotics, Self-Help Devices, User-Computer Interface, Young Adult 2009
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(2009): Stress prompts habit behavior in humans. In: The Journal of neuroscience : the official journal of the Society for Neuroscience 29 (22), S. 7191-7198. DOI: 10.1523/JNEUROSCI.0979-09.2009
DOI: http://www.ncbi.nlm.nih.gov/pubmed/19494141 Abstract: Instrumental behavior can be controlled by goal-directed action-outcome and habitual stimulus-response processes that are supported by anatomically distinct brain systems. Based on previous findings showing that stress modulates the interaction of "cognitive" and "habit" memory systems, we asked in the presented study whether stress may coordinate goal-directed and habit processes in instrumental learning. For this purpose, participants were exposed to stress (socially evaluated cold pressor test) or a control condition before they were trained to perform two instrumental actions that were associated with two distinct food outcomes. After training, one of these food outcomes was selectively devalued as subjects were saturated with that food. Next, subjects were presented the two instrumental actions in extinction. Stress before training in the instrumental task rendered participants' behavior insensitive to the change in the value of the food outcomes, that is stress led to habit performance. Moreover, stress reduced subjects' explicit knowledge of the action-outcome contingencies. These results demonstrate for the first time that stress promotes habits at the expense of goal-directed performance in humans. zitiert von 319
Keywords: Analysis of Variance, Blood Pressure/physiology, Conditioning, Operant/physiology, Emotions, Extinction, Psychological/physiology, Female, Goals, Habits, Humans, Hydrocortisone/metabolism, Learning, Male, MEMORY, Neurowissenschaften, Operant Conditioning, performance, Probability, Psychomotor Performance/physiology, Saliva/metabolism, Satiation/physiology, Reinforcement (Psychology), Stress, Stress, Psychological/physiopathology, Young Adult
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