Predicting attention across time and contexts with functional brain connectivity

H Song, MD Rosenberg - Current Opinion in Behavioral Sciences, 2021 - Elsevier
Highlights•Functional connectivity-based models predict individual differences in attentional
abilities.•Time-varying functional connectivity predicts changes in attentional states during …

The functional relevance of task-state functional connectivity

MW Cole, T Ito, C Cocuzza… - Journal of …, 2021 - Soc Neuroscience
Resting-state functional connectivity has provided substantial insight into intrinsic brain
network organization, yet the functional importance of task-related change from that intrinsic …

Functional connectivity predicts changes in attention observed across minutes, days, and months

MD Rosenberg, D Scheinost… - Proceedings of the …, 2020 - National Acad Sciences
The ability to sustain attention differs across people and changes within a single person over
time. Although recent work has demonstrated that patterns of functional brain connectivity …

Characterizing attention with predictive network models

MD Rosenberg, ES Finn, D Scheinost… - Trends in cognitive …, 2017 - cell.com
Recent work shows that models based on functional connectivity in large-scale brain
networks can predict individuals' attentional abilities. While being some of the first …

[HTML][HTML] Dynamic functional connectivity during task performance and rest predicts individual differences in attention across studies

AHC Fong, K Yoo, MD Rosenberg, S Zhang, CSR Li… - NeuroImage, 2019 - Elsevier
Dynamic functional connectivity (DFC) aims to maximize resolvable information from
functional brain scans by considering temporal changes in network structure. Recent work …

Time-varying functional connectivity predicts fluctuations in sustained attention in a serial tapping task

DT Seeburger, N Xu, M Ma, S Larson, C Godwin… - Cognitive, Affective, & …, 2024 - Springer
The mechanisms for how large-scale brain networks contribute to sustained attention are
unknown. Attention fluctuates from moment to moment, and this continuous change is …

The behavioral and cognitive relevance of time-varying, dynamic changes in functional connectivity

JR Cohen - NeuroImage, 2018 - Elsevier
Recent advances in neuroimaging methods and analysis have led to an expanding body of
research that investigates how large-scale brain network organization dynamically adapts to …

From connectome to cognition: The search for mechanism in human functional brain networks

RD Mill, T Ito, MW Cole - NeuroImage, 2017 - Elsevier
Recent developments in functional connectivity research have expanded the scope of
human neuroimaging, from identifying changes in regional activation amplitudes to detailed …

A brain-based general measure of attention

K Yoo, MD Rosenberg, YH Kwon, Q Lin… - Nature human …, 2022 - nature.com
Attention is central to many aspects of cognition, but there is no singular neural measure of a
person's overall attentional functioning across tasks. Here, using original data from 92 …

Connectome-based models predict separable components of attention in novel individuals

MD Rosenberg, WT Hsu, D Scheinost… - Journal of cognitive …, 2018 - direct.mit.edu
Although we typically talk about attention as a single process, it comprises multiple
independent components. But what are these components, and how are they represented in …