Deep Convolutional Neural Network Architectures for Tonal Frequency Identification in a Lofargram
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-019-1014-4
Abstract: Advances in convolutional neural networks (CNNs) have driven the development of computer vision. Recent CNN architectures, such as those with skip residual connections (ResNets) or densely connected architectures (DenseNets), have facilitated backpropagation and improved the… read more here.
Keywords: neural network; deep convolutional; network architectures; cnn ... 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