Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)

One big challenge that hinders the transition of brain-computer interfaces (BCIs) from laboratory settings to real-life applications is the availability of high-performance and robust learning algorithms that can effectively handle individual differences, i.e., algorithms that can be applied to a ne...

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Veröffentlicht in:	arXiv.org 2017-02
Hauptverfasser:	Wu, Dongrui, Lawhern, Vernon J, Gordon, Stephen, Lance, Brent J, Chin-Teng, Lin
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Algorithms Calibration Computer Science - Human-Computer Interaction Computer Science - Learning Computer simulation Data transfer (computers) Driver fatigue Electroencephalography Fuzzy sets Human-computer interface Machine learning Regression analysis Regularization
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