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Topic: time-varying stimuli

Seminar
1 seminar

In Applied Mathematics and Biology

Seminar · Computational Neuroscience

Taming chaos in neural circuits

Rainer Engelken · Columbia University

Wed, Feb 23, 2022 · 05:00 UTC

Neural circuits exhibit complex activity patterns, both spontaneously and in response to external stimuli. Information encoding and learning in neural circuits depend on the ability of time-varying stimuli to control spontaneous network activity. In particular, variability arising from the sensitivity to initial conditions of recurrent cortical circuits can limit the information conveyed about the sensory input. Spiking and firing rate network models can exhibit such sensitivity to initial conditions that are reflected in their dynamic entropy rate and attractor dimensionality computed from th