OVASO: Integrated binary CNN models to classify COVID‐19, pneumonia and healthy lung in X‐ray images
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22742
Abstract: Several radiologists have paid attention to computer‐aided detection (CAD) systems which assist in classifying diseases on chest x‐ray (CXR). Recently, with the outbreak of COVID‐19, CAD based on deep learning has an important role in… read more here.
Keywords: integrated binary; ray; models classify; cnn models ... See more keywords
Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2021.781786
Abstract: With recent advances in the field of artificial intelligence (AI) such as binarized neural networks (BNNs), a wide variety of vision applications with energy-optimized implementations have become possible at the edge. Such networks have the… read more here.
Keywords: cnn architectures; hardware; stochastic binary; efficient stochastic ... See more keywords