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#machine learning Preprint Sep 2026

When More Is Not Better: Component Anti-Synergy in a P300 Speller

P300 brain-computer interface (BCI) spellers can provide hands-free communication for people with severe motor impairments. Modern pipelines combine multiple individually promising components, often assuming that'more-is-better'. We tested this assumption using a four-component full-factorial experiment varying the inc...

Lu Yang, Rui Liu, Fu-Sheng Wang · 0 citations

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