nm000203
P300 dataset from initial spot study
EEG
…Mean amplitude in time intervals - **Frequency bands**: analyzed=[1.5, 40.0…
- Participants
- 13
- Citations
- 2
- HED
- v8.4.0
- Size
- 2.82 GB
- Version
- v1.0.0
- Updated
- Jul 10, 2026
Discover datasets
100 results for "time-frequency analysis" · page 4 of 10 · ranked by relevance
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- nm000347
Shi et al. 2025 — HEFMI-ICH: a hybrid EEG-fNIRS motor imagery dataset for brain-computer interface in intracerebral hemorrhage
EEG…CSP, FBCSP, time-frequency features Frequency bands: preprocessing=[0.5, 30.0…
- Participants
- 37
- Channels
- 32 (10-10)
- Citations
- 5
- HED
- v8.4.0
- Size
- 6.42 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- nm000229
Gwilliams et al. 2023 — Introducing MEG-MASC: a high-quality magneto-encephalography dataset for evaluating natural speech processing
ANAT MEG…We time-stamp the onset and offset of each word and phoneme…
- Participants
- 27
- Citations
- 46
- Size
- 99.3 GB
- Version
- v1.0.1
- Updated
- Jul 10, 2026
- nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG…Shrinkage Linear Discriminant Analysis (sLDA), EEGNet CNN - **Feature extraction**: low-frequency EEG…
- Participants
- 20
- Channels
- 60 (10-10)
- Citations
- 12
- HED
- v8.4.0
- Size
- 27.0 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026
- nm000310
Guttmann-Flury et al. 2025 (SSVEP) — Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms
EEG…Ag/AgCl Line frequency: 50.0 Hz Online filters: {'highpass_time_constant…
- Participants
- 11
- Channels
- 62 (10-10)
- Citations
- 12
- HED
- v8.4.0
- Size
- 28.6 GB
- Version
- v1.0.3
- Updated
- Aug 18, 2026
- on005340
Fundamental frequency predominantly drives talker differences in auditory brainstem responses to continuous speech
EEG…Maddox; Fundamental frequency predominantly drives talker differences in auditory brainstem responses to…
- Participants
- 15
- Channels
- 2
- Citations
- 11
- Size
- 19.1 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on005489
Free Recall with Open-Loop Stimulation at Encoding
BEH iEEG…Stimulation is delivered to a single electrode at a time, with locations…
- Participants
- 38
- Size
- 64.9 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on004122
BCIT Speed Control
EEG…manual). **Dependent variables:** Reaction times to perturbations, continuous performance based on vehicle…
- Participants
- 32
- Channels
- 64 (10-10)
- Citations
- 41
- HED
- v8.0.0
- Size
- 36.2 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- on004121
BCIT Mind Wandering
EEG…internal focus). **Dependent variables:** Reaction times to perturbations, continuous performance based on…
- Participants
- 21
- Channels
- 64 (10-10)
- Citations
- 32
- HED
- v8.0.0
- Size
- 23.9 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
- nm000125
Lee2021 – SSVEP paradigm of the Mobile BCI dataset
EEG…power_over_time_intervals, CCA - **Frequency bands**: delta=[0.5, 3.5…
- Participants
- 23
- Channels
- 73 (other)
- Citations
- 34
- HED
- v8.4.0
- Size
- 1.31 GB
- Version
- v1.0.2
- Updated
- Aug 18, 2026