A new phase-based feature extraction method for four-class motor imagery classification
Sign Up to like & getrecommendations! Published in 2022 at "Signal, Image and Video Processing"
DOI: 10.1007/s11760-021-02035-9
Abstract: The processing of electroencephalogram (EEG) signals is important in brain-computer interface applications. Many different spectral analysis or time–frequency analysis methods have been used for this process. However, most of the methods used in previous studies… read more here.
Keywords: four class; phase; motor imagery; class motor ... See more keywords
Research on two-class and four-class action recognition based on EEG signals
Sign Up to like & getrecommendations! Published in 2023 at "Mathematical Biosciences and Engineering"
DOI: 10.3934/mbe.2023455
Abstract: BMI has attracted widespread attention in the past decade, which has greatly improved the living conditions of patients with motor disorders. The application of EEG signals in lower limb rehabilitation robots and human exoskeleton has… read more here.
Keywords: recognition; two class; class; four class ... See more keywords