The Auto-Correlation Function Aided Sparse Support Matrix Machine for EEG-Based Fatigue Detection
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3211931
Abstract: Due to support vector machine (SVM) methods generally vectorizing the input matrix and destroying the location dependence characteristic of EEG signals, the support matrix machine (SMM) methods have been presented to incorporate input signal with… read more here.
Keywords: machine; support matrix; matrix machine; eeg ... See more keywords
Adaptive Multimodel Knowledge Transfer Matrix Machine for EEG Classification.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3220551
Abstract: The emerging matrix learning methods have achieved promising performances in electroencephalogram (EEG) classification by exploiting the structural information between the columns or rows of feature matrices. Due to the intersubject variability of EEG data, these… read more here.
Keywords: matrix machine; knowledge; eeg classification; eeg ... See more keywords