Eye-BCI multimodal MI/ME dataset from Guttmann-Flury et al 2025
…imagery - **Number of classes**: 2 - **Class labels**: left_hand, right_hand - **Trial…
- Participants
- 31
- Citations
- 8
- HED
- v8.4.0
- Size
- 4.65 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
100 results for "multi-class motor imagery" · page 7 of 10 · ranked by relevance
…imagery - **Number of classes**: 2 - **Class labels**: left_hand, right_hand - **Trial…
…participants while performing an auditory imagery task. Participants were asked to imagine…
…Enhancing classification of a large lower-limb motor imagery EEG dataset for…
…task and three sensory-based imagery tasks using visual, auditory, and tactile…
A multimodal neuroimaging dataset designed to investigate the spatiotemporal dynamics of visual processing in humans. The dataset combines multiple neuroimaging modalities—electroencephalography (EEG), functional magnetic resonance imaging (fMRI), and structural MRI—to characterize neural responses during visual tasks. This comprehensive resource provides simultaneous EEG-fMRI recordings that enable investigation of the temporal and spatial organization of visual cortical processing, bridging the high temporal resolution of EEG with the high spatial resolution of fMRI.
…categories through single-trial EEG classification and representational similarity analysis. ## Dataset Summary…
…imagery - **Number of classes**: 2 - **Class labels**: left_hand, right_hand - **Trial…
…imagery - **Number of classes**: 5 - **Class labels**: math, letter, rotation, count, baseline…
…4-class motor imagery dataset BNCI2014_004 : 2-class motor imagery dataset…