Focus on the Breath: Brain Decoding Reveals Internal States of Attention During Meditation.
Frontiers in Human Neuroscience January 1, 2020 Helen Y. Weng, Jarrod A Lewis-Peacock, Frederick M Hecht et al.
Multi-voxel pattern analysis of fMRI data can recognize five internal attentional states—breath attention, mind wandering, self-referential processing, attention to feet, and attention to sounds—in individual participants with accuracy well above chance (over 41% vs. 20% chance). In a mixed sample of 16 experienced meditators and novices, classifiers trained on a directed attention task successfully identified these states in 87.5% of participants. When applied to a separate 10-minute meditation session, the classifiers indicated that participants spent more time attending to breath than mind wandering or self-referential processing. The findings suggest that objective, participant-level measurement of mental states during meditation is feasible, potentially improving assessment of internally-oriented attention cultivated by meditation.