1.9k citations · 9k across the 135 of their papers we have counts for
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Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction
Zitong Zhang, Qawi K. Telesford, Chad Giusti +2
Wavelet methods are widely used to decompose fMRI, EEG, or MEG signals into time series representing neurophysiological activity in fixed frequency bands. Using these time series,…
Accurately Predicting Functional Connectivity from Diffusion Imaging
Cassiano O. Becker, Sergio Pequito, George J. Pappas +4
Understanding the relationship between the dynamics of neural processes and the anatomical substrate of the brain is a central question in neuroscience. On the one hand, modern neu…
Graph Frequency Analysis of Brain Signals
Weiyu Huang, Leah Goldsberry, Nicholas F. Wymbs +3
This paper presents methods to analyze functional brain networks and signals from graph spectral perspectives. The notion of frequency and filters traditionally defined for signals…
Flexible Traversal Through Diverse Brain States Underlies Executive Function in Normative Neurodevelopment
John D. Medaglia, Theodore D. Satterthwaite, Tyler M. Moore +4
Adolescence is marked by rapid development of executive function. Mounting evidence suggests that executive function in adults may be driven by dynamic control of neurophysiologica…
Small-World Propensity in Weighted, Real-World Networks
Sarah Feldt Muldoon, Eric W. Bridgeford, Danielle S. Bassett
Quantitative descriptions of network structure in big data can provide fundamental insights into the function of interconnected complex systems. Small-world structure, commonly dia…