Title :
Characterization of connectivity dynamics in intrinsic brain networks
Author :
Calhoun, Vince ; Yaesoubi, Maziar ; Rashid, Barnaly ; Miller, Ross ; Calhoun, Vince ; Rashid, Barnaly
Author_Institution :
Mind Res. Network, Albuquerque, NM, USA
Abstract :
Spontaneous fluctuations are a hallmark of neural recordings, emergent over time scales spanning milliseconds to tens-of-minutes. However, investigations of intrinsic brain organization based on resting-state functional connectivity (FC) have largely disregarded the presence and potential of temporal variability, as most current methods to examine FC implicitly assume that relationships are constant throughout the recording period. Recent studies have demonstrated the nonstationarity of spatial and temporal dynamics of resting state brain activity and highlighted the importance of understanding network dynamics to better characterize brain states. Here, we review recent findings, overview of different approaches, and future directions to access whole-brain connectivity dynamics in intrinsic networks (INs).
Keywords :
biomedical MRI; brain; fluctuations; neurophysiology; spatiotemporal phenomena; connectivity dynamics; fMRI; intrinsic brain networks; intrinsic brain organization; neural recordings; resting state brain activity; resting-state functional connectivity; spatial dynamics; spontaneous fluctuations; temporal dynamics; temporal variability; time scales spanning; whole-brain connectivity dynamics; Biomedical imaging; Coherence; Fluctuations; Neuroscience; Spatiotemporal phenomena; Time-frequency analysis; Wavelet transforms;
Conference_Titel :
Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
Conference_Location :
Austin, TX
DOI :
10.1109/GlobalSIP.2013.6737020