neuroTUM-BCI: Cybathlon Dataset

Dataset for the paper "Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon". Structure of the data: P0 - describes the anonymized identifier of the pilot. S0 - describes the recording session mapping.yaml - describes the mapping from the marker (given cue) to the class (performed action). data.xdf - recorded EEG data in the XDF file format. Recorded using an mBrainTrain Smarting EEG. Labelled data with markers for the three classes specified in the mapping.yaml. calibration.xdf - recorded calibration EEG data in the XDF file format. Recorded using an mBrainTrain Smarting EEG. Used for ASR calibration. Data collected by neuroTUM e.V., Munich, Germany. (neurotum.com) Informed consent was obtained prior to data collection, usage, and publication.