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Topic: neural modes

Seminar
2 seminars

In Biology and Computational Neuroscience

Seminar · Computational Neuroscience

Low Dimensional Manifolds for Neural Dynamics

Sara A. Solla · Northwestern University

Wed, Jun 9, 2021 · 16:00 UTC

The ability to simultaneously record the activity from tens to thousands to tens of thousands of neurons has allowed us to analyze the computational role of population activity as opposed to single neuron activity. Recent work on a variety of cortical areas suggests that neural function may be built on the activation of population-wide activity patterns, the neural modes, rather than on the independent modulation of individual neural activity. These neural modes, the dominant covariation patterns within the neural population, define a low dimensional neural manifold that captures most of the

Seminar · Computational Neuroscience

Low Dimensional Manifolds for Neural Dynamics

Sara Solla · Northwestern University

Fri, May 7, 2021 · 06:00 UTC

The ability to simultaneously record the activity from tens to thousands and maybe even tens of thousands of neurons has allowed us to analyze the computational role of population activity as opposed to single neuron activity. Recent work on a variety of cortical areas suggests that neural function may be built on the activation of population-wide activity patterns, the neural modes, rather than on the independent modulation of individual neural activity. These neural modes, the dominant covariation patterns within the neural population, define a low dimensional neural manifold that captures m