A Channel Pruning Algorithm Based on Depth-Wise Separable Convolution Unit
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2956976
Abstract: Deep learning has made significant progress in many fields such as image identification, speech recognition and natural language processing, especially in the field of computer vision. The better performance of the neural network often built… read more here.
Keywords: channel pruning; separable convolution; pruning algorithm; depth wise ... See more keywords
In vivo longitudinal depth-wise visualization of tumorigenesis by needle-shaped side-view confocal endomicroscopy.
Sign Up to like & getrecommendations! Published in 2019 at "Biomedical optics express"
DOI: 10.1364/boe.10.002719
Abstract: In vivo, longitudinal observation of tumorigenesis in a live mouse model over an extended time period has been actively pursued to obtain a better understanding of the cellular and molecular mechanism in a highly complex… read more here.
Keywords: depth wise; side view; tumor; visualization ... See more keywords
Bayesian Depth-Wise Convolutional Neural Network Design for Brain Tumor MRI Classification
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12071657
Abstract: In recent years, deep learning has been applied to many medical imaging fields, including medical image processing, bioinformatics, medical image classification, segmentation, and prediction tasks. Computer-aided detection systems have been widely adopted in brain tumor… read more here.
Keywords: classification; depth wise; neural network; brain ... See more keywords