Representation and compression of Residual Neural Networks through a multilayer network based approach

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Alessia Amelio, Gianluca Bonifazi, Francesco Cauteruccio, Enrico Corradini, Michele Marchetti, Domenico Ursino, Luca Virgili

Published: 2023, Last Modified: 19 Sept 2025Expert Syst. Appl. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Representation of a ResNet model through a multilayer network.•An approach to compress a ResNet through its multilayer network representation.•A compression approach tested on ResNet20,ResNet56,ResNet110 and CIFAR10, CIFAR100.