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training adaline neuron w "trainwh"
Posted:
Jun 17, 1996 7:41 PM


Hi there, I'm hoping someone with the neural networks toolbox (and a little more knowledge than me) can answer a few questions.
1) the neural netork toolbox manual says that the trainwh function uses the "Widrow Hoff" learning algorithm. I cant find any direct references to that in Widrow's "Adaptive signal processing" book. Is the Widrow Hoff LR the same as the Least Mean Squares algorithm?
2) The trainwh function returns a bias value. The lms algorithm doesn't address adjustment of the bias input  what rule does this function use for bias adjustment?
3) I thougth that the lms algorithm was supposed to "jitter about" when it gets close to the minimum error (i.e. the best set of synaptic weights) when I run the training algorithm I get what appears to be an exponential decrease in the error function over time. What is going on?



