Simulated Annealing

Hopefield Neural Network

Found the following notes easy so I learned both:
(You can choose any one)

Boltzmann Machine

Refer the below link for algorithm of Boltzmann Machine:
https://www.tutorialspoint.com/artificial_neural_network/artificial_neural_network_boltzmann_machine.htm

Stochastic Networks

Back-propagation

Multi-layer Feed Forward Networks

Generalisation

Perceptron and Perceptron Learning Law

Pattern Association

PATTERN RECOGNITION