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Deep neural networks typically with a fixed activation function at each neuron, have shown breakthrough performances. The fixed activation function is not the optimal choice for different data distributions. Toward this end, this work improves the deep neural networks by proposing a novel and efficient activation scheme called “Mutual Activation” (MAC). A non-static activation function is adaptively...
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