…cross_subject, cross_session, transfer_learning Performance (Original Study) ---------------------------- Accuracy: 70.67…
…cross_subject, cross_session, transfer_learning ## Performance (Original Study) - **Accuracy**: 70.67…
…Cross-user variation much larger than cross-session 4. **No obvious user…
…within_subject, cross_session ## BCI Application - **Applications**: target_image_detection, collaborative_BCI…
Rivalry_Tagging is a neuroimaging dataset of binocular rivalry recordings collected between February and March 2014. Trials include events for pattern presentation (pattern1, pattern2), left and right tap responses, baseline periods, and non-rivalry color (green/red) conditions. Trigger channels (UDIO001, UPPT001) are provided to align stimulus and response events.
…Covariance/Riemannian, xDAWN ## Cross-Validation - **Evaluation type**: cross_session ## BCI Application - **Applications…
This dataset contains EEG recordings from 24 pairs of participants performing a 4-way categorisation task based on rules they first agreed upon together. Participants also completed pre- and post-tests on the same stimuli. The data were collected to investigate how collaborative rule learning promotes information alignment between interacting brains.
…The study involved recordings (sessions) on three different days. One recording session…
…CCA spatial filters ## Cross-Validation - **Method**: leave-one-out cross-validation (LOOCV…
…within_subject, cross_session, cross_subject ## BCI Application - **Applications**: joint_attention_training…