Chapter 4: The Least-Mean-Square Algorithm — Neural Networks (CSC383) Notes

Introduction, Filtering Structure of the LMS Algorithm, Unconstrained Optimization: A Review, The Wiener Filter, The Least-Mean-Square Algorithm.

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Ch. 4: The Least-Mean-Square Algorithm

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Ch. 3: Model Building through RegressionCh. 5: Multilayer Perceptron

Topics & Key Objectives in Chapter 4

IntroductionFiltering Structure of the LMS AlgorithmUnconstrained Optimization: A ReviewThe Wiener FilterThe Least-Mean-Square Algorithm.

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