Natural Language, NLP, Cognition, Image Recognition, Convolutional Network.
systems, we need the right intuition on that. Let us explain this by going through the simple math of a fully connected neural network with only 1 hidden layer (red layer in figure 1). Figure 1: schematic NN, Xi = inputs, Yi = outputs, Zi = intermediate features build by the model (picture from the