Tehran University of Medical Sciences Journal of Sleep Sciences 2476-2938 6 1-2 2022 04 19 51 52 Morteza Zangeneh Soroush Bio-intelligence Research Unit, Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran 2021 05 31 2021 07 04 Considering the advancements in machine learning, neural networks (NNs), as models of the human brain with the ability of generalization, have gained a great deal of attention in numerous fields of science such as sleep medicine for years (1). NNs have been widely used in sleep apnea detection, sleep stage recognition, audio-based snore detection, insomnia identification, detecting sleep-related movement disorder (SRMD), etc. https://jss.tums.ac.ir/index.php/jss/article/view/202