Auditory and Visual Rhythm Omission EEG
…separate out predictive neural activity from sensory evoked neural activity. The study…
- Participants
- 18
- Channels
- 32 (10-10)
- Size
- 1.95 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
100 results for "neural encoding" · page 10 of 10 · ranked by relevance
…separate out predictive neural activity from sensory evoked neural activity. The study…
This open-access hybrid brain-computer interface dataset combines simultaneous EEG and near-infrared spectroscopy (NIRS) recordings from 29 healthy subjects performing mental arithmetic and motor imagery tasks. Experiment B focuses on mental arithmetic (serial subtraction) versus rest conditions across six sessions with 20 trials per session. The dataset includes preprocessed EEG data (30 channels, 200 Hz sampling rate) with comprehensive artifact correction and has been validated for single-trial classification using common spatial patterns and linear discriminant analysis.
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This dataset comprises EEG recordings and concurrent vocal audio from participants performing an overt speech production task. Participants vocalized visually presented text while EEG activity was recorded, providing multimodal neuroimaging data for brain decoding research. The dataset includes raw EEG data in EDF format and behavioral recordings of vocal output, organized according to BIDS conventions with preprocessing code and derivatives.
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