nm000199
Learning from label proportions for a visual matrix speller (ERP)
EEG
…12852 - **Trials context**: 68 highlighting events per character, 63 characters per sentence…
- Citations
- 47
- Size
- 5.14 GB
- Updated
- Jun 2, 2026
Discover datasets
100 results for "cross-context emotion decoding" · page 6 of 10 · ranked by relevance
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- on004517
EEG recordings for semantic decoding of imagined animals and tools during auditory imagery task
EEG[
BEH iEEG…leave-one-session-out (LOSO) cross validation, and the true AUC is…
- Size
- 34.7 GB
- Updated
- Jun 27, 2026
- nm000206
Neuroergonomic 2021 dataset
EEG…cross_subject, cross_session, transfer_learning ## Performance (Original Study) - **Accuracy**: 70.67…
- Citations
- 58
- Size
- 1.22 GB
- Updated
- Jun 2, 2026
- nm000343
Hinss et al. 2021 — Open multi-session and multi-task EEG cognitive Dataset for passive brain-computer Interface Applications
EEG…cross_subject, cross_session, transfer_learning Performance (Original Study) ---------------------------- Accuracy: 70.67…
- Citations
- 61
- Size
- 1.22 GB
- Updated
- Jun 3, 2026
- nm000212
BNCI 2015-007 Motion VEP (mVEP) Speller dataset
EEG…4 - **Trials context**: per_selection (2 levels × 10 repetitions × 6 groups/symbols…
- Citations
- 45
- Size
- 1.27 GB
- Updated
- Jun 3, 2026
- nm000174
Imagined Speech EEG dataset comparing paradigm designs (Aguilera-Rodriguez et al. 2025)
EEG…design effects on imagined speech decoding performance. ## Dataset Summary | Property | Value | |---|---| | Subjects…
- Size
- 829 MB
- Updated
- Jun 22, 2026
- nm000178
BNCI 2020-001 Reach-and-Grasp Electrode Comparison EEG dataset
EEG…The study investigates the feasibility of decoding natural reach-and-grasp neural…
- Size
- 2.08 GB
- Updated
- Jun 23, 2026
- nm000123
Kalunga2016 – SSVEP Exo dataset
EEG…Covariance/Riemannian ## Cross-Validation - **Method**: bootstrap - **Evaluation type**: cross_subject, cross_session…
- Citations
- 74
- Size
- 77.9 MB
- Updated
- May 16, 2026
- on002720
A dataset recorded during development of a tempo-based brain-computer music interface
EEG…Musical Feature Sets in an Emotionally Intelligent Music Composition System”, ACM Trans…
- Size
- 2.38 GB
- Updated
- Jun 21, 2026