A Deep Learning Accelerator Based on a Streaming Architecture for Binary Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3151916
Abstract: Deep neural networks (DNNs) have played an increasingly important role in various areas such as computer vision and voice recognition. While training and validation become gradually feasible with high-end general-purpose processors such as graphical processor… read more here.
Keywords: deep learning; neural networks; binary neural; streaming architecture ... See more keywords
A streaming multi-class support vector machine classification architecture for embedded systems
Sign Up to like & getrecommendations! Published in 2019 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v16.i3.pp1286-1296
Abstract: Pedestrian detection, face detection, speech recognition and object detection are some of the applications that have benefited from hardware-accelerated SVM. SVM classification computational complexity makes it challenging for designing hardware architecture with real-time performance and low power… read more here.
Keywords: svm classification; architecture; streaming architecture; multi class ... See more keywords