Articles with "ssvep decoding" as a keyword



A Transfer Learning SSVEP Decoding Algorithm Calibrated With Single-Trial Data.

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Published in 2025 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2025.3617508

Abstract: Training-based algorithms significantly outperform training-free methods in terms of recognition performance for steady-state visual-evoked potential (SSVEP)-based brain-computer Interfaces (BCIs). However, collecting training data requires calibration experiments that are effort-intensive and often costly. These calibration demands… read more here.

Keywords: single trial; transfer; ssvep decoding; transfer learning ... See more keywords