1k citations · 1.3k across the 15 of their papers we have counts for
4 papers · 1 filter
Differentiable programming for functional connectomics
Rastko Ciric, Armin W. Thomas, Oscar Esteban +1
Mapping the functional connectome has the potential to uncover key insights into brain organisation. However, existing workflows for functional connectomics are limited in their ad…
Comparing interpretation methods in mental state decoding analyses with deep learning models
Armin W. Thomas, Christopher Ré, Russell A. Poldrack
Deep learning (DL) models find increasing application in mental state decoding, where researchers seek to understand the mapping between mental states (e.g., perceiving fear or joy…
Temporal meta-states are associated with differential patterns of dynamic connectivity, network topology and attention
James M. Shine, Oluwasanmi Koyejo, Russell A. Poldrack
Little is currently known about the coordination of neural activity over longitudinal time-scales and how these changes relate to behavior. To investigate this issue, we used resti…
The Dynamics of Functional Brain Networks: Integrated Network States during Cognitive Function
James M. Shine, Patrick G. Bissett, Peter T. Bell +5
Higher brain function relies upon the ability to flexibly integrate information across specialized communities of brain regions, however it is unclear how this mechanism manifests…