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The backpropagation algorithm is an iterative gradient descent algorithm designed to train multilayer neural networks. Despite its popularity and effectiveness, the orthogonal steps (zigzagging) near the optimum point slows down the convergence of this algorithm. To overcome the inefficiency of zigzagging in the conventional backpropagation algorithm, one of the authors earlier proposed the use of...
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