Local Dynamics in Trained Recurrent Neural Networks.
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DOI: 10.1103/physrevlett.118.258101
Abstract: Learning a task induces connectivity changes in neural circuits, thereby changing their dynamics. To elucidate task-related neural dynamics, we study trained recurrent neural networks. We develop a mean field theory for reservoir computing networks trained… read more here.
Keywords: network; local dynamics; neural networks; trained recurrent ... See more keywords