Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2933477
Abstract: Deeper and wider convolutional neural networks (CNNs) achieve superior performance but bring expensive computation cost. Accelerating such overparameterized neural network has received increased attention. A typical pruning algorithm is a three-stage pipeline, i.e., training, pruning,… read more here.
Keywords: soft filter; neural networks; filter pruning; asymptotic soft ... See more keywords
BIPOLAR SOFT FILTER
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ultrasound in Medicine"
DOI: 10.33773/jum.679829
Abstract: In this study, we present bipolar soft filters which are defined over an initial universe using a fixed parameter set. At the same time, the concepts of bipolar soft filter subbase and bipolar soft filter… read more here.
Keywords: bipolar soft; soft filter; medicine;