Week - 1 |
Introduction to Artificial Neural Networks |
Week - 2 |
Biological Neural Networks |
Week - 3 |
Activation Functions |
Week - 4 |
Architectures of Artificial Neural Network |
Week - 5 |
Mc Culloch-Pitts Neurons |
Week - 6 |
Algorithms of Simple Artificial Neural Networks for Pattern Classification |
Week - 7 |
Linear Separability |
Week - 8 |
Hebb Learning Algorithm |
Week - 9 |
Perceptron |
Week - 10 |
Architecture and Learning Algorithm of Perceptron |
Week - 11 |
Single layer Artificial Neural Networks |
Week - 12 |
Multilayer Feed Forward Neural Networks |
Week - 13 |
Backpropagation Algorithms |
Week - 14 |
Various Architectures of Artificial Neural Network |