ORBITAL compresses EEG decoders under a robustness constraint
S25-TRADES reached 23.06% mean true-union robustness versus 21.27% for uncompressed Full EEGNet.
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Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text
Non-invasive brain-to-text models used word-timing shortcuts; removing them improves decoding.
AERIAL: Adversarial Evaluation of Robustness in Accuracy-Preserving Low-Precision EEG Decoders
A research paper on low-precision EEG decoders examines adversarial robustness across compression techniques.