Deep Learning

Neural Networks

Our goal is to find the hyperplane that separates two classes

Perceptron:

Common activation function

• Step function

• Sigmoid

• Tanh

• ReLU

Multilayer Perceptrons

Single layer perception can only create linear decision boundary, if we need a non linear we would have to increase the hidden layers