Decoding visual information from high-density diffuse optical tomography neuroimaging data

Kalyan Tripathy, Zachary E. Markow, Andrew K. Fishell, Arefeh Sherafati, Tracy M. Burns-Yocum, Mariel L. Schroeder, Alexandra M. Svoboda, Adam T. Eggebrecht, Mark A. Anastasio, Bradley L. Schlaggar, Joseph P. Culver

Abstract: Highlights•HD-DOT can support binary visual decoding with high sensitivity and specificity.•HD-DOT can support detailed decoding of moving stimuli at individual time points.•HD-DOT decoding is replicable, although performance can vary across participants.•Inter-participant decoding is also feasible with HD-DOT data.