The convolution_layer class implements the forward and backward passes for a convolution layer in a CNN. It supports convolution between a single-channel input and multiple-channel output. The layer ...
The casual convolution function currently considers two array's of equal dimensions, however, the generated kernel is defined to be a one-dimensional array by the 'kernel_dplr' function.
Abstract: This paper investigates the possibility of performing the convolution function in the frequency domain using the fast Fourier transform. The paper presents the proposed structure of the ...