BNCI 2015-003 P300 dataset
…Auditory Multi-class Spatial ERP (AMUSE) paradigm using spatial auditory cues from…
- Participants
- 10
- Channels
- 8 (10-10)
- HED
- v8.4.0
- Size
- 74.4 MB
- Version
- v1.0.4
- Updated
- Oct 8, 2026
…Auditory Multi-class Spatial ERP (AMUSE) paradigm using spatial auditory cues from…
…broadband 0.1-8000 Hz recorded at 32 kHz (Neuralynx ATLAS; Cedars…
…Convolutional Neural Network (CNN), Pearson correlation - **Feature extraction**: CNN spatial filtering (8x1…
…Convolutional Neural Network (CNN), Pearson correlation Feature extraction: CNN spatial filtering (8x1…
This dataset contains electroencephalography (EEG) recordings from 16 participants viewing object images presented in eight different 2-D rotations. Images were shown in rapid serial visual streams at two presentation rates (5 Hz and 20 Hz). The data support investigation of the time course of rotation-tolerant, high-level object representations in the human brain.
…analyzed=[100.0, 800.0] Hz - **Spatial filters**: LDA spatial filter ## Cross…
EEG recordings from twenty healthy right-handed adults exposed to tendon vibration of the left elbow, designed to separate the percept of illusory movement from plain vibratory sensation. Sixteen sensorimotor electrodes were recorded while biceps and triceps tendons were vibrated at 90/50 Hz (illusion of elbow extension) or both at 70 Hz (control, no illusion). Each participant completed three blocks of 72 randomized three-second stimulations.
EEG recordings from 13 healthy participants performing a copy-spelling task with a visual 6x7 matrix ERP speller. The speller was designed for learning from label proportions (LLP), an unsupervised, calibrationless classification approach for ERP-based brain-computer interfaces. Two stimulus sequences with different target/non-target ratios allowed LLP to reconstruct mean target and non-target responses without labeled data. In the original online study, 84.5% of characters were spelled correctly on average without prior calibration.
…subjects performing covert and overt spatial-attention tasks in a cocktail-party…
…The stimulus was either spatially congruent with the screen side matching the…