Question: E10.8 Suppose that we have the following two reference patterns and their tar- gets: 2 The probability of vector p, is 0.5 and the probability

 E10.8 Suppose that we have the following two reference patterns and

E10.8 Suppose that we have the following two reference patterns and their tar- gets: 2 The probability of vector p, is 0.5 and the probability of vector p, is 0.5.We want to train an ADALINE network without a bias on this data set i. Sketch the contour plot of the mean square error performance in- dex ii. Sketch the optimal decision boundary iii. Find the maximum stable learning rate. iv. Sketch the trajectory ofthe LMS algorithm on your contour plot. As- sume a very small learning rate, and start with initial weights W(0) E10.8 Suppose that we have the following two reference patterns and their tar- gets: 2 The probability of vector p, is 0.5 and the probability of vector p, is 0.5.We want to train an ADALINE network without a bias on this data set i. Sketch the contour plot of the mean square error performance in- dex ii. Sketch the optimal decision boundary iii. Find the maximum stable learning rate. iv. Sketch the trajectory ofthe LMS algorithm on your contour plot. As- sume a very small learning rate, and start with initial weights W(0)

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