…state-of-the-art regularized linear discriminant analysis trained on the same…
…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
…were used in analysis (0.0 +/- 0.0 were removed from analysis).
…matrices can be found here. Analysis scripts and behavioural data can be…
…Oddball trials (24 per block) were excluded from analysis. ## Stimulus Set 10…
…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
…Organizing electrophysiological data into the BIDS format and facilitating their analysis. Journal…
…brain-computer interfaces, machine learning, random forests, regularized linear discriminant analysis, sensorimotor…
This dataset supports brain signal-based emotion recognition. It combines magnetoencephalography (MEG) recordings from 23 participants who viewed 40 validated emotional video clips with a large-scale online behavioral survey of 500 respondents rating the same clips. Labels include Self-Assessment Manikin valence and arousal, discrete PrEmo emotion categories, and temporal highlight scene selections. Head digitization files with anatomical landmarks and HPI coil coordinates are provided for co-registration.