EEG Motor Movement/Imagery Dataset
Imported from OpenNeuro ds004362
- Citations
- 4
- Size
- 11.1 GB
- Updated
- May 23, 2026
100 results for "cross-modal processing" · page 5 of 10 · ranked by relevance
Imported from OpenNeuro ds004362
…cursor_feedback - **Stimulus modalities**: visual, auditory - **Primary modality**: visual - **Synchronicity**: synchronous - **Mode…
This dataset contains 128-channel EEG recordings from 20 observers (19 included in final analysis) viewing object images at 3.33 Hz to investigate how contextual associations, perceptual attributes, and conceptual properties of objects are represented in neural activity. One participant was excluded due to a technical error in EEG recording. Time-resolved neural decoding was applied to disentangle these distinct representational dimensions from the EEG signals.
…musical oddball - **Stimulus modalities**: visual, auditory - **Primary modality**: auditory - **Synchronicity**: asynchronous - **Mode…
…visual flicker - **Stimulus modalities**: visual - **Primary modality**: visual - **Synchronicity**: synchronous - **Mode**: offline…
…cursor_movement - **Stimulus modalities**: visual - **Primary modality**: visual - **Synchronicity**: synchronous - **Mode**: offline…
A longitudinal motor imagery EEG dataset from 18 brain-computer interface (BCI)-naive subjects acquired across 6 sessions (1 offline + 5 online) to investigate transfer learning and domain adaptation for calibration-free BCI training. Subjects performed left/right hand motor imagery tasks with visual feedback using 22 EEG channels sampled at 512 Hz. The dataset compares Generic Recentering (unsupervised) and Personally Assisted Recentering (supervised) domain adaptation frameworks, with features extracted as covariance matrices and classified using Riemannian geometry-based methods.
…auditory musical tones - **Stimulus modalities**: auditory - **Primary modality**: auditory - **Synchronicity**: synchronous - **Mode…