Neural Network Toolbox

LMS Algorithm (learnwh)

Adaptive networks will use the the LMS algorithm or Widrow-Hoff learning algorithm based on an approximate steepest descent procedure. Here again, adaptive linear networks are trained on examples of correct behavior.

The LMS algorithm, shown below, is discussed in detail in Linear Filters.

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Mean Square Error

Adaptive Filtering (adapt)

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