An effective approach based on nonlinear spectrum and improved convolution neural network for analog circuit fault diagnosis. - Chen, Le-rui; Khan, Umer Sadiq; Khattak, Muhammad Kashif; Wen, Sheng-jun; Wang, Hai-quan; Hu, He-yu (Review of Scientific Instruments, 2023)