Gary G. Yen

A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks

2019 · IEEE Transactions on Cybernetics

Deep neural networks (DNNs) have been regarded as fundamental tools for many disciplines. Meanwhile, they are known for their large-scale parameters, high redundancy in weights, and extensive computing resource consumptions, which pose a tremendous challenge …