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Current designs of neurally inspired computing systems rely on learning rules that appear to be insufficient to port the superior adaptive and computational capabilities of biological neural systems into large-scale recurrent neural hardware system. This is not surprising, since most of these learning rules had to be extrapolated from results of neurobiological experiments in vitro. New experiment ...

BIOTACT will develop novel biomimetic computational methods and technologies for active touch sensing. The project is inspired by the functionality, morphology, and neural processing architectures of biological sensory systems that use tactile hairs known as whiskers or vibrissae. It will focus on two animals that are tactile specialists--the Norwegian rat and the Etruscan shrew. Both species make ...