FRL Handwriting: Handwriting Decoding from Surface Electromyography
…Handwriting Recognition from EMG ## Overview **Dataset**: handwriting - Imagined handwriting from wrist-based…
- Participants
- 100
- Size
- 45.3 GB
- Version
- v2.0.0
- Updated
- Feb 23, 2026
…Handwriting Recognition from EMG ## Overview **Dataset**: handwriting - Imagined handwriting from wrist-based…
…A root-level `/stimuli` folder containing the facial cut-outs (JPG) of…
This dataset contains behavioral events and intracranial electrophysiological (iEEG) recordings from a spatial navigation memory task. Participants encoded object locations during guided navigation learning trials and then recalled the locations by navigating to them during test trials. Data were collected at multiple clinical sites in collaboration with the Computational Memory Lab at the University of Pennsylvania.
[, recorded alongside NIRS for hybrid brain-computer interface research. 29 healthy participants performed cued mental arithmetic (serial subtraction) versus resting-baseline trials across alternating sessions. This derivative release contains preprocessed 30-channel EEG (CAR, 0.5-50 Hz bandpass, ICA-based EOG rejection, 200 Hz) with HED event annotations, formatted for benchmarking single-trial classification in MOABB.
…time (TE) of 5.1ms. Facial structures were removed from T1-weighted…
This dataset contains magnetoencephalography (CTF MEG), structural MRI, and behavioural data from 30 healthy young adults performing a picture-word interference task. Participants covertly retrieved picture names and judged whether each name ended in a target sound while hearing distractor words that were phonologically related, semantically related, or unrelated to the picture. The data support event-related analyses time-locked to picture and response onset, as well as source localization using individual anatomical MRIs.
…ERP components elicited by emotional facial expressions in a roving oddball stream…