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0. Suppose we have n training examples xi, i = 1,.....,n, whose desired outputs are ti, i = 1,.....,n. The output of a perceptron for these training examples xi's are oi, i = 1,.....,n .The error function minimised by the gradient descend perceptron learning algorithm is:
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