Neural Networks

Feedforward Neural Networks

Recurrent Neural Networks

Auto-encoders

Boltzmann Machines, Restricted Boltzmann Machines (RBMs)

Hopfield Networks

Neural networks can represent arbitrary CNF and DNF boolean functions: see cnf-dnf.pdf. And also these slides.

Schmidhuber 2014 - Deep Learning in Neural Networks: An Overview]

Deep Learning