Spatial Attention Decoding using fNIRS During Complex Scene Analysis
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…A Multi-Context Emotional EEG Dataset for Cross-Context Emotion Decoding ## Authors…
…org/10.82901/nemar.nm000177) # Multi-session longitudinal motor imagery EEG dataset…
…The BCCWJ-Brain collection consists of the following datasets: - BCCWJ-fMRI: ds007752…
MEG-SCANS is a comprehensive magnetoencephalography dataset comprising raw and MaxFiltered recordings from 24 German-speaking participants engaged in auditory experiments. The dataset includes approximately one hour of stimuli per participant consisting of audiobooks, sentences from the Oldenburger Matrix Sentence Test at varying intelligibility levels for speech reception threshold assessment, and chirp stimuli for signal quality evaluation. Each participant's data includes raw and processed MEG recordings, empty-room recordings, structural MRI, behavioral audiograms, and corresponding audio stimulus materials, organized according to BIDS standards to facilitate large-scale encoding/decoding analyses of neural responses to speech.
HEFMI-ICH is a hybrid EEG-fNIRS motor imagery dataset designed for brain-computer interface applications in intracerebral hemorrhage rehabilitation. The dataset comprises 37 participants (17 healthy controls and 20 ICH patients) performing 2-class hand motor imagery tasks (left and right hand grasping) across 1-6 sessions per subject. With 32-channel EEG recordings at 256 Hz and approximately 3,330 trials, this dataset supports the development and evaluation of BCI systems for clinical stroke rehabilitation.
…data from an overnight EEG-fMRI study, performed in the Advanced MRI…