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.
- Introduction to Neural Network;
- Neural Network Architecture;
- Neural Network Learning Concept;
- Perceptron; Backpropagation;
- Bidirectional Associative Memory (BAM);
- Hopfield Net;
- Self-Organizing Network Model (SOM).
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