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Seminar✓ Recording AvailableNeuroscience

Computation in the neuronal systems close to the critical point

Anna Levina

Prof Dr

Universität Tübingen

Schedule
Saturday, April 30, 2022

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Schedule

Saturday, April 30, 2022

10:00 AM Australia/Sydney

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Host: Sydney Systems Neuroscience and Complexity SNAC

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Recording provided by the organiser.

Event Information

Domain

Neuroscience

Original Event

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Host

Sydney Systems Neuroscience and Complexity SNAC

Duration

60 minutes

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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twitter.com/SelfOrgAnna

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