Multi-layer perceptrons

1) A single perceptron cannot represent complex non linear relations 2) Neural networks are also known as multi-layer perceptrons. 3) When every node of a layer is connected to all nodes of the next, this is called a fully connected neural network 4) When a network has connections only in one direction from input to output, is called a Feed-forward neural network.