Kim2025 – 40-class beta-range SSVEP speller dataset
…SSVEP, BCI, beta range, visual fatigue, 40-class speller, JFPM, EEG ## References…
- Participants
- 40
- Channels
- 31 (10-10)
- Citations
- 3
- HED
- v8.4.0
- Size
- 16.5 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
…SSVEP, BCI, beta range, visual fatigue, 40-class speller, JFPM, EEG ## References…
High-density (127-channel) EEG recordings from 30 healthy, right-handed, native Chinese-speaking adults performing imagined and executed vocalization and writing tasks. Stimuli were four Chinese strokes (heng, shu, pie, na) and four English letters (a, b, c, d). The factorial design crossed task mode, action, script and token identity, yielding 32 event-coded conditions and 15,360 task events. The release also includes EEGLAB preprocessing derivatives and subject-level machine-learning exports.
…6x6 matrix speller BCI using modulated Gold codes for visual stimulation; participants…
…Subjects performed a visual P300 speller task using a 6x6 checkerboard stimulus…
Stereo-EEG recordings from 10 Dutch-speaking patients with pharmaco-resistant epilepsy who read aloud 100 Dutch words presented one at a time on a laptop screen. Intracranial EEG (1103 recorded contacts spanning cortical and subcortical structures) was recorded simultaneously with the participants' pitch-shifted speech audio. The dataset supports research on speech production and speech decoding for brain-computer interfaces, and includes electrode localisations and FreeSurfer derivatives.
…Auditory oddball ERP dataset from 13 healthy subjects. Two sinusoidal tones (target…
…N2pc, ERP, Canonical difference waves - **Spatial filters**: CCA spatial filters ## Cross-Validation…
…9-target SSVEP speller - **Number of classes**: 9 - **Class labels**: 8, 9…
…Lee2021Mobile-ERP - **Paradigm**: p300 - **DOI**: 10.1038/s41597-021-01094-4 - **Subjects…
This dataset contains EEG recordings from phoneme discrimination tasks combined with transcranial magnetic stimulation (TMS) of the motor cortex. It merges two studies: a 2019 study of consonant-vowel and vowel-consonant pairs in 8 participants, and a 2021 study in 16 participants that added single phonemes, real words and pseudowords. It is intended to support research on speech decoding and the role of articulation and coarticulation in speech perception.