Convolution, Cnn, Machinelearningalgorithms, Deep Learning, Relu.
Let’s take two signals: f=[1,2,3,4] g=[1,1] To compute (f∗g)[n]: (f∗g)[0]=1×1=1 (f∗g)[1]=1×2+1×1=3 (f∗g)[2]=1×3+1×2=5 (f∗g)[3]=1×4+1×3=7 So, (f∗g)=[1,3,5,7]. Example: 2D Convolution (Image Convolution): Consider a 3x3 image matrix I: I= [1 2 3 4 5 6 7 8 9] And a 2x2 kernel matrix K: K= [0 1 2 3] To