The .mat file has a five-way tensor electroencephalogram (EEG) data. Please see the reference paper for the detail. -- data_joint_5s_offline.mat size(data) = [NUm. of channels, Num. of sampling points, Num of stimuli, Num. of blocks, Num of subjects] Num. of channels : 9; Num. of sampling points : 1251; (5s gazing + 0.14s transition time) Num. of stimuli : 40; Num. of blocks : 6; Num. of subjects : 12; -- data_joint_05s_offline.mat size(data) = [NUm. of channels, Num. of sampling points, Num of stimuli, Num. of blocks, Num of subjects] Num. of channels : 9; Num. of sampling points : 160; (0.5s gazing + 0.14s transition time) Num. of stimuli : 40; Num. of blocks : 12; Num. of subjects : 12; *The order of the stimulus frequencies in the data: [8:1:15 8.2:1:15.2 8.4:1:15.4 8.6:1:15.6 8.8:1:15.8] Hz Reference: X. Chen, Y. Wang, M. Nakanishi, X. Gao, T. P. Jung, S. Gao, "High-speed spelling with a noninvasive brain-computer interface", Proc. Natl. Acad. Sci. U. S. A., 112(44): E6058-E6067, 2015. Masaki Nakanishi, Swartz Center for Computational Neuroscience, UC San Diego