Neuro Computing
Learning Outcomes
At the end 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
Topics
- Introduction to Neural Network
- Neural Network Architecture
- Neural Network Learning Concept
- Perceptron
- The Least-Mean-Square (LMS) Algorithm
- Multilayer Perceptrons
- Principal-Component Analysis (PCA)
- Self-Organizing Network Model (SOM)
- Review Material
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