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Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation

Stochastic Channel-Based Federated Learning With Neural Network Pruning for Medical Data Privacy Preservation: Model Development and Experimental Validation

Moreover, Srinivas [41] proposed a systematic method to prune one neuron at a time, addressing the problem of pruning parameters in a trained neural network model.Given the fact that each neural network has a computation process consisting of multiplication

Rulin Shao, Hongyu He, Ziwei Chen, Hui Liu, Dianbo Liu

JMIR Form Res 2020;4(12):e17265