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One variation of the perceptron learning rule is where is called the learning rate. Prove…

One variation of the perceptron learning rule is where is called the learning rate. Prove…

One variation of the perceptron learning rule iswhere  is called the learning rate. Prove convergence of this algorithm. Does the proof require a limit on the learning rate? Explain.