Unit 1: Introduction to Neural Network (4 Hrs.)

Unit 2: Rosenblatt’s Perceptron (3 Hrs.)

Unit 3: Model Building through Regression (5 Hrs.)

Unit 4: The Least-Mean-Square Algorithm (5 Hrs.)

Unit 5: Multilayer Perceptron (8 Hrs.)

Unit 6: Kernel Methods and Radial-Basis Function Networks (7 Hrs.)

Unit 7: Self-Organizing Maps (6 Hrs.)

Unit 8: Dynamic Driven Recurrent Networks (7 Hrs.)

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