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ENTITY Neuron merging via inverse-activation regression for post-training compression of sigmoid neural networks

Neuron merging via inverse-activation regression for post-training compression of sigmoid neural networks

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    New neuron merging techniques for compressing sigmoid neural networks

    Researchers have developed new methods for compressing trained neural networks, focusing on sigmoid networks. The proposed techniques involve clustering neurons and merging them based on their responses. One method uses…