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Advances Computational Psychiatry Understanding

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SeminarPast EventNeuroscience

Advances in Computational Psychiatry: Understanding (cognitive) control as a network process

Danielle S. Bassett

Prof.

University of Pennsylvania, & Santa Fe Institute

Schedule
Wednesday, June 9, 2021

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Wednesday, June 9, 2021

5:00 PM Europe/Berlin

Host: Tubingen Neuro Campus

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Past Seminar

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Tubingen Neuro Campus

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Abstract

The human brain is a complex organ characterized by heterogeneous patterns of interconnections. Non-invasive imaging techniques now allow for these patterns to be carefully and comprehensively mapped in individual humans, paving the way for a better understanding of how wiring supports cognitive processes. While a large body of work now focuses on descriptive statistics to characterize these wiring patterns, a critical open question lies in how the organization of these networks constrains the potential repertoire of brain dynamics. In this talk, I will describe an approach for understanding how perturbations to brain dynamics propagate through complex wiring patterns, driving the brain into new states of activity. Drawing on a range of disciplinary tools – from graph theory to network control theory and optimization – I will identify control points in brain networks and characterize trajectories of brain activity states following perturbation to those points. Finally, I will describe how these computational tools and approaches can be used to better understand the brain's intrinsic control mechanisms and their alterations in psychiatric conditions.

Topics

behaviourbrain activity statesbrain dynamicscognitioncomputational neurosciencecomputational psychiatrycontrol pointsgraph theorynetwork control theoryperturbationswiring patterns

About the Speaker

Danielle S. Bassett

Prof.

University of Pennsylvania, & Santa Fe Institute

Contact & Resources

Personal Website

danisbassett.com

@DaniSBassett

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twitter.com/DaniSBassett

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