Developing a deep neural network for driver fatigue detection using EEG signals based on compressed sensing

S Sheykhivand, TY Rezaii, S Meshgini, S Makoui… - Sustainability, 2022 - mdpi.com
In recent years, driver fatigue has become one of the main causes of road accidents. As a
result, fatigue detection systems have been developed to warn drivers, and, among the …

Automatically identified EEG signals of movement intention based on CNN network (End-To-End)

N Shahini, Z Bahrami, S Sheykhivand, S Marandi… - Electronics, 2022 - mdpi.com
Movement-based brain–computer Interfaces (BCI) rely significantly on the automatic
identification of movement intent. They also allow patients with motor disorders to …