As the vital technology of natural language understanding, sentence representation
reasoning technology mainly focuses on sentence representation methods and reasoning …

Cloud deployments now increasingly exploit Field-Programmable Gate Array (FPGA)
accelerators as part of virtual instances. While cloud FPGAs are still essentially single …

Abstract In recent years, Convolution Neural Networks (CNN) have been extensively
adopted in broad Artificial Intelligence (AI) applications and have demonstrated ability and …

The continuous advances in the technology of Convolutional Neural Network (CNN) and
Deep Learning have been applied to facilitate various tasks of human life. However, security …

Ship detection is essential in ship rescue and marine traffic safety. However, high-speed real-
time ship detection has become problematic in practical applications. In this brief, we …

This paper thoroughly surveys machine learning (ML) algorithms acceleration in hardware
accelerators, focusing on Field-Programmable Gate Arrays (FPGAs). It reviews 287 out of …

The combination of edge computing and deep learning helps make intelligent edge devices
that can make several conditional decisions using comparatively secured and fast machine …

Deep neural networks (DNNs) are prevalent for many applications related to classification,
prediction and regression. To perform different applications with better performance and …

Wind energy is one of the most important renewable energy sources in the world. Accurate
wind power prediction is of great significance for achieving reliable and economical power …

The astounding development of optical sensing imaging technology, coupled with the
impressive improvements in object detection, has increased our ability to understand and …