Abstract: Quantifying the complexity of biomedical signals offers critical insight into underlying physiological and pathological dynamics. This study systematically evaluates compression-based ...
New brain-computer interface AI model improves real-world EEG data while advancing Zyphra's mission to develop human-aligned ...
During preprocessing, EEG data were re-referenced to the mean of the bilateral mastoid reference signals. A high-pass filter at 1 Hz, a low-pass filter at 70 Hz and a notch filter at 50 Hz were then ...
Hans Berger recorded the first human EEG in 1924. EEG records electrical activity via 16–25 scalp electrodes. Focal “slowing” in brain waves can indicate tumors or lesions. Patients must avoid ...
Abstract: Integrating deep learning and advanced preprocessing techniques in Electroencephalography (EEG) data is used in this paper to present a new way to improve the classification of mental ...
For additional results and analyses, including the impact of pre-training, number of training subjects, normalization effects, and other key findings, please refer to our full paper. Here, "root" ...
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