On successful completion of this course, students will be able to: Explain the concept of neural network; Analyze several cases using the concept of neural network; Solve problems using neural network models; Create applications using the concept of neural network.
- Introduction to Neural Network;
- Neural Network Architecture;
- Neural Network Learning Concept;
- The Least-Mean-Square (LMS) Algorithm;
- Multilayer Perceptrons;
- Principal-Component Analysis (PCA);
- Self-Organizing Network Model (SOM);
- Review Material.
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