Widrow-Hoff Learning. Outline 1 Introduction 2 ADALINE Network 3 Mean Square Error 4 LMS Algorithm 5...
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Widrow-Hoff Learning
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Transcript of Widrow-Hoff Learning. Outline 1 Introduction 2 ADALINE Network 3 Mean Square Error 4 LMS Algorithm 5...
Outline
• 1 Introduction• 2 ADALINE Network• 3 Mean Square Error• 4 LMS Algorithm• 5 Analysis of Converge• 6 Adaptive Filtering
Introduction
• In 1960, Bernard Widrow and his doctoral student Marcian Hoff introduced the ADALINE (ADAptive LInear NEuron)network and LMS(Least Mean Square) algorithm.