Design and Analysis of Convolutional Neural Layers: A Signal Processing Perspective - Farag, Mohammed M. (IEEE access, 2023)
Keywords: Algorithms; Artificial neural networks; Back propagation; Back propagation networks; Computational modeling; Continuous wavelet transform; Convolution; Convolutional Layer; Cost analysis; Cross correlation; Fault diagnosis; Feature extraction; Finite impulse response filters; FIR filters; Fourier transforms; Interpretable Neural Networks; Kernel; Kernels; Machine Learning; Machinery Fault Diagnosis; Matched filters; Mathematical models; Preprocessing; Signal Processing; Task analysis; Wavelet transforms