Artificial Neural Network

Learning Outcomes:

On successful completion of this course, students will be able to: Explain the concept of neural network; Explain different variety of mathematical or computational models in neural network; Apply neural network algorithm in various cases.

Topics:

1. Introduction to Neural Network
2. Neural Network Architecture
3. Neural Network Learning Concept
4. Perceptron
5. Backpropagation
6. Bidirectional Associative Memory (BAM)
7. Hopfield Net
8. Self-Organizing Network Model (SOM)