I’ll give an invited talk about cortical plasticity at the “Approaching Cognition from the Computational Neuroscience” perspective satellite workshop of the Bernstein Conference to be held on September 3rd, 2014 in the Bernstein Center for Computational Neuroscience, Göttingen, Germany.
About the workshop
The description of neuronal dynamics at the level of neural population activity correlates most closely with signatures of cognitive processes in human behavior. Indeed, this level of description seems to be privileged in achieving an understanding of cognition, e.g. the processes behind attention, habituation, or decision making, in neural terms. To move beyond mere correlation, however, architectural models are needed that are based in neuronal principles, but which also link to the sensory surfaces and the motor processes to ground cognition and to generate overt behavior. Critically, both neural and behavioral signatures of the process accounts must be identified and made accessible to experimental observation.
A central issue in such a research program is to bring together constraints that come from computational neuroscience and reflect the mechanistic properties of neural populations and their dynamics with constraints that come from cognitive science and define the central elements of cognition that neural accounts must address. Thus, the goal of the workshop is to illuminate the problems in the interface between the computational neuroscience and cognitive science and search for answers to the question: How can we achieve models, which explain behavior and cognitive processes and remain neurally realistic?