BNCI 2015-004 Mental tasks dataset
…Five mental tasks: word association (WORD), mental subtraction (SUB), spatial navigation (NAV…
- Participants
- 9
- Channels
- 30 (10-10)
- Citations
- 78
- HED
- v8.4.0
- Size
- 2.74 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
…Five mental tasks: word association (WORD), mental subtraction (SUB), spatial navigation (NAV…
EEG recordings from 23 healthy young adults performing a modified Sternberg working memory task. Participants memorized a sequence of black letters while ignoring interspersed green letters, then judged whether a probe letter belonged to the memorized set and received auditory feedback. The dataset supports study of source-resolved frontal midline EEG dynamics during working memory encoding, maintenance, and retrieval, and is annotated with HED 8.0.0.
…for exploring multisensory perception and mental imagery. The study enrolled 20 participants…
Raw 64-channel EEG, electrocardiography, photoplethysmography, pupillometry and behavioral data from 86 participants during 4 minutes of eyes-closed rest and a digit span serial recall task. Participants memorized or passively listened to auditory digit sequences of 5, 9, or 13 items. The dataset supports work on cognitive load discrimination, event-related and oscillatory dynamics during encoding and maintenance, and links between working memory, central and peripheral physiology.
…binary classification accuracy, and smaller workload. Both paradigms achieved sufficiently high accuracy…
EEG recordings from an executive functioning battery comprising the N-Back, Sustained Attention to Response Task (SART), and Local-Global tasks. Data were collected from 24 participants in two sessions, on the first and last day of a frontal midline theta neurofeedback meditation training experiment, to assess neurofeedback effects on executive function. Data are provided in EEGLAB .set format, with the original .bdf files in the sourcedata folder.
This dataset contains simultaneous EEG-fMRI recordings, diffusion-weighted imaging, and behavioral data from 28 healthy adults performing a gradual-onset continuous performance task (gradCPT) that probes sustained attention. Resting-state (eyes open and closed), 15 Hz checkerboard, and imagery tasks are also included. Raw data and preprocessed derivatives are provided.
…online runs with real feedback. - Three cued mental tasks: `mi` (kinesthetic motor…
EEG recordings from a visual working memory task in healthy controls and individuals with sub-acute mild traumatic brain injury (mTBI), with mind wandering probes inserted between trials. Participants were tested across up to three sessions, from 3-14 days post-injury to roughly 4 months later, with MRI acquired only in the first session. Data were collected in 2016-2018 and have not been published in a dedicated paper.
A multimodal mobile brain/body imaging dataset from 32 young adults walking over uneven terrain at different speeds. It includes high-density dual-layer EEG, neck EMG, IMU acceleration, ground reaction forces, and head models built from T1-weighted MR images. Each participant also completed a seated rest trial, and digitized electrode locations are provided for every subject.