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Synchrony-based integration of EEG and fMRI-BOLD in cognitive state transitions
BMC Neuroscience volume 8, Article number: P136 (2007)
Both EEG and the blood-oxygen-dependent contrast (BOLD) signal used in fMRI are believed to reveal re-entrant signaling among complexly connected and dynamically reconfigured neural networks. As such, both signals show measurable responses to changes in global brain state. Simultaneous EEG and fMRI were collected during quiet waking rest after which subject's were asked to fall asleep. Using stochastic phase synchronization between low frequency amplitude envelopes (<0.2 Hz) created from alpha-band (8 – 12 Hz) filtered scalp EEG data and BOLD time series calculated from regions of interest in left and right visual cortex, we examined the feasibility of integrating information contained in both these signals.
Both the BOLD signal and the low frequency EEG envelope data from left and right visual cortices show increased synchronization in the descent into sleep (stage 1; Figure 1).
It has been suggested that low frequency oscillations (< 30 Hz) in scalp-recorded EEG organize spatially disparate regions  and data further suggests that slower rhythms can entrain such high frequency activity . Recent data shows that low frequency oscillatory activity in the BOLD signal (< 1 Hz) correlates activity in functional neural networks. Based upon these data, we suggest that very low frequency oscillation (0.1 Hz) common to both EEG and BOLD fMRI can be used to link the temporal resolution of neurophysiological activity seen in EEG to the excellent spatial resolution of the BOLD signal to create a fuller picture of neural functional activity.
Miller R: Theory of the normal waking EEG: From single neurons to waveforms in the alpha, beta, and gamma frequency ranges. Int J Psychophysiol. 2007, 64: 18-23. 10.1016/j.ijpsycho.2006.07.009. DOI: 10.1016/j.ipsycho.2006.07.009
Canolty RT, Edwards E, Dalal SS, Soltani M, Nagarajan SS, Kirsch HE, Berger MS, Barbaro NM, Knight RT: High gamma power is phase-locked to theta oscillations in human neocortex. Science. 2006, 313 (5793): 1626-1628. 10.1126/science.1128115.
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Dees, N., Larson-Prior, L., Nolan, T. et al. Synchrony-based integration of EEG and fMRI-BOLD in cognitive state transitions. BMC Neurosci 8, P136 (2007). https://doi.org/10.1186/1471-2202-8-S2-P136
- Bold Signal
- Bold fMRI
- Excellent Spatial Resolution
- Quiet Wake
- High Frequency Activity