Convolution, Cnn, Machinelearningalgorithms, Deep Learning, Relu.
Definition: The convolution operation (denoted by ∗∗) between a 1-dimensional signal f and a kernel g is defined as: In discrete form, for a discrete signal f[n] and a kernel g[n], the convolution becomes: For a 2-dimensional image convolution, the operation is defined as: Example: 1D Convolution: