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An improved feature extraction algorithms of EEG signals based on motor imagery brain-computer interface

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eess.SP 1

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2026 1

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From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs

eess.SP · 2026-05-12 · unverdicted · novelty 5.0 · 2 refs

FAAR is a new automated artifact rejection method using compact features and adaptive Signal Quality Index thresholds that improves MI-BCI performance most in low-baseline conditions and reduces inter-subject variability across 13 public datasets.

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  • From EEG Cleaning to Decoding: The Role of Artifact Rejection in MI-based BCIs eess.SP · 2026-05-12 · unverdicted · none · ref 13 · 2 links

    FAAR is a new automated artifact rejection method using compact features and adaptive Signal Quality Index thresholds that improves MI-BCI performance most in low-baseline conditions and reduces inter-subject variability across 13 public datasets.