100 results for "single-trial classification" · page 7 of 10 · ranked by relevance
…long/rising, long/falling, short/rising, or short/falling) by trial and…
The Brain, Body, and Behaviour Dataset (Experiment 4) is a multimodal neurophysiological dataset comprising simultaneous recordings of EEG, eye-tracking, cardiac, respiratory, and electrooculographic signals from 43 subjects across two sessions. Participants watched three educational videos (Stim-04, Stim-05, Stim-06) under two attention conditions. In Session 1 (attentive condition), participants viewed the videos and answered comprehension questions afterward. In Session 2 (distracted condition), participants viewed the same three videos in the same order while performing a concurrent backward counting task, with no comprehension testing. This derivative dataset supports investigation of neural and behavioral correlates of attention, learning, and cognitive load during naturalistic video viewing.
…3024 Trials context: 63 sessions x 48 trials = 3024 BCI Application --------------- Applications…
…13-fold cross-validation on single trials. ## References Sosulski, J., Tangermann, M…
This dataset investigates brain signal-based emotion recognition through magnetoencephalography (MEG) recordings collected while participants viewed validated emotional video stimuli. It comprises three components: a large-scale online behavioral survey of 500 participants rating 40 video clips, head digitization data for co-registration, and MEG neural recordings from 23 participants viewing the same stimuli. Emotional states were assessed using Self-Assessment Manikin ratings, discrete emotion categories (PrEmo), and temporal highlight annotations, providing multi-faceted ground truth for affective neuroscience research.
…Missing 3 imagery trials (Trials 19-21) and 3 video trials (Trials…
…p300 Data Structure -------------- Trials: 2520 Trials context: 63 sessions x 40 trials…
…gesture trials or segment boundaries) Non-PR tasks (MVC, singlefinger, multifinger, random…
…10:** The first EEG video trial is missing, as the EEG recording…
…13-fold cross-validation on single trials. References ---------- Sosulski, J., Tangermann, M…