Deep Learning -- Convolutional Neural Networks Basic 101

This nonlinear classification can certainly be done with complicated mathematical equations. However, a simple neural network can do this without a sweat. If the inputs are simplified to binary inputs, 1 or 0, the graph is also simplified as shown on the right hand side. To make the nonlinear classification in neural network. It consists of an input layer as a column, and one or more hidden layers in the middle, and an output layer on the right hand side.