Methods › Sequential › Time Series Analysis › Enhanced Fusion Framework
Enhanced Fusion Framework
Introduced by Javier Fumanal-Idocin et al. in Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The Enhanced Fusion Framework proposes three different ideas to improve the existing MI-based BCI frameworks.
Image source: Fumanal-Idocin et al.
Papers archive 2025-07-28
3 shown of 3, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Domain Knowledge Integrated CNN-xLSTM-xAtt Network with Multi Stream Feature Fusion for Cuffless Blood Pressure Estimation from Photoplethysmography Signals 13 May 2025 · 1 repository
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Motor-Imagery-Based Brain Computer Interface using Signal Derivation and Aggregation Functions 18 Jan 2021 · 0 repositories · arXiv:2101.06968
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Interval-valued aggregation functions based on moderate deviations applied to Motor-Imagery-Based Brain Computer Interface 19 Nov 2020 · 0 repositories · arXiv:2011.09831
Tasks archive 2025-07-28
9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
| Task | Papers |
|---|---|
| Brain Computer Interface | 2 |
| Decision Making | 2 |
| EEG 4 classes | 2 |
| EEG Left/Right hand | 2 |
| Motor Imagery | 2 |
| Blood pressure estimation | 1 |
| EEG | 1 |
| Electroencephalogram (EEG) | 1 |
| Photoplethysmography (PPG) | 1 |
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections