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Topic: population trajectory

Seminar
1 seminar

In Applied Mathematics and Biology

Seminar · Computational Neuroscience

Residual population dynamics as a window into neural computation

Valerio Mante · ETH Zurich

Fri, Dec 4, 2020 · 15:00 UTC

Neural activity in frontal and motor cortices can be considered to be the manifestation of a dynamical system implemented by large neural populations in recurrently connected networks. The computations emerging from such population-level dynamics reflect the interaction between external inputs into a network and its internal, recurrent dynamics. Isolating these two contributions in experimentally recorded neural activity, however, is challenging, limiting the resulting insights into neural computations. I will present an approach to addressing this challenge based on response residuals, i.e. v