ds004118
BCIT Calibration Driving
EEG
…fatigue-based driver performance prediction algorithms. Calibration data sets were designed to…
- Participants
- 156
Discover datasets
78 results for "classification algorithms" · page 2 of 8 · ranked by relevance
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- nm000112
FACED - Finer-grained Affective Computing EEG Dataset
EEG…positive/negative/neutral classification - video_index: 1–28 - Self-reported ratings (Joy…
- Size
- 35.2 GB
- Updated
- May 29, 2026
- ds007020
EEG Mortality Dataset in Parkinson's Disease
EEG…those who remained living (mortality classification). Only de-identified EEG data and…
- Participants
- 94
- ds004120
BCIT Baseline Driving
EEG…of driver fatigue via predictive algorithms formulated from the analysis of driver…
- Participants
- 109
- ds003838
EEG, pupillometry, ECG and photoplethysmography, and behavioral data in the digit span task
EEG…The dataset can be used for (1) developing algorithms for cognitive load…
- Participants
- 65
- nm000161
BNCI 2024-001 Handwritten Character Classification dataset
EEG…Letters were classified with direct classification from low-frequency and broadband EEG…
- Size
- 10.2 GB
- Updated
- May 18, 2026
- nm000207
Kojima et al. 2024 (Dataset B) — Four-class ASME BCI: investigation of the feasibility and comparison of two strategies for multiclassing
EEG…ERPs were analyzed, and binary classification and BCI simulation were conducted offline…
- Size
- 13.9 GB
- Updated
- Jun 2, 2026
- nm000344
CastillosBurstVEP100
EEG…offline classification, iterative calibration (1-6 blocks) Performance (Original Study) ---------------------------- Accuracy: 95…
- Size
- 148 MB
- Updated
- Jun 3, 2026
- ds006848
AlphaDirection1: EEG, ECG, PPG in the resting state and working memory for sequentially and simultaneously presented digits
EEG BEH…Develop algorithms that classify working memory load. 2. Study neural signals, including…
- Participants
- 30
- nm000342
CastillosCVEP40
EEG…Optimizing stimulus design for enhanced classification with minimal calibration data and improved…
- Size
- 143 MB
- Updated
- Jun 3, 2026