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Computation Neuronal Systems Close

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Seminar✓ Recording AvailableNeuroscience

Computation in the neuronal systems close to the critical point

Anna Levina

Prof Dr

Universität Tübingen

Schedule
Thursday, April 28, 2022

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Thursday, April 28, 2022

4:00 PM Australia/Sydney

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Host: Sydney Systems Neuroscience and Complexity SNAC

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Sydney Systems Neuroscience and Complexity SNAC

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Abstract

It was long hypothesized that natural systems might take advantage of the extended temporal and spatial correlations close to the critical point to improve their computational capabilities. However, on the other side, different distances to criticality were inferred from the recordings of nervous systems. In my talk, I discuss how including additional constraints on the processing time can shift the optimal operating point of the recurrent networks. Moreover, the data from the visual cortex of the monkeys during the attentional task indicate that they flexibly change the closeness to the critical point of the local activity. Overall it suggests that, as we would expect from common sense, the optimal state depends on the task at hand, and the brain adapts to it in a local and fast manner.

Topics

attentional taskcomputational capabilitiescritical pointcriticalitylocal activityneuronal systemsprocessing timerecurrent networkstemporal correlationsvisual cortex

About the Speaker

Anna Levina

Prof Dr

Universität Tübingen

Contact & Resources

Personal Website

uni-tuebingen.de/fakultaeten/mathematisch-naturwissenschaftliche-fakultaet/fachbereiche/informatik/lehrstuehle/self-organization-and-optimality-in-neuronal-networks/people/anna-levina/

@SelfOrgAnna

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