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LearningFrequencyDomainApproximationfor BinaryNeuralNetworks

Neural Information Processing Systems

Since the gradient ofthe conventional sign function is almost zero everywhere which cannot be used for back-propagation, several attempts have been proposed to alleviate the optimization difficulty by using approximate gradient.