Alex Motor Imagery dataset
…CSP, Geodesic filtering ## Cross-Validation - **Method**: cross-validation - **Evaluation type**: within_session…
- Participants
- 8
- Channels
- 16 (10-20)
- HED
- v8.4.0
- Size
- 232 MB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
100 results for "cross-modality" · page 5 of 10 · ranked by relevance
…CSP, Geodesic filtering ## Cross-Validation - **Method**: cross-validation - **Evaluation type**: within_session…
This dataset comprises auditory neurophysiological recordings investigating the relationship between auditory streaming perception and interoceptive awareness. Participants engaged in auditory tasks while electrophysiological signals were recorded, enabling examination of how the brain processes complex auditory scenes and integrates bodily state information during perceptual organization.
…cross_subject, cross_session, transfer_learning Performance (Original Study) ---------------------------- Accuracy: 70.67…
This dataset comprises electroencephalography (EEG) recordings collected to investigate the relationship between auditory streaming—the perceptual organization of sound sequences—and interoceptive awareness. The study examines how the brain processes complex auditory stimuli and integrates this information with internal bodily signals, contributing to our understanding of sensory integration and conscious perception.
…visual, auditory - **Primary modality**: visual - **Synchronicity**: cue-based - **Mode**: online - **Training/test…
This dataset comprises EEG recordings from 40 participants engaged in an interactive narrative task involving decision-making and feedback processing. Participants read a story with hierarchically-blocked decision points where they evaluated items and received correctness feedback, with experimental manipulation of narrative context presence. The study examines neural correlates of reward processing and decision-making within narrative versus non-narrative conditions across three locations with multiple sub-locations.
…cross_subject, cross_session, transfer_learning ## Performance (Original Study) - **Accuracy**: 70.67…
…visual Primary modality: visual Mode: offline Training/test split: True Instructions: Subjects…
…Bandpower, BP ## Cross-Validation - **Method**: 10x10 cross-validation - **Folds**: 10 - **Evaluation type…
This dataset contains EEG recordings examining proactive selective attention across different competition contexts. It was collected to investigate how attentional preparation mechanisms adapt to varying levels of stimulus or response competition, contributing to research on cognitive control and attentional selection processes.