Convolutional Neural Networks (CNNs) have revolutionized computer vision. They power face recognition on your phone, object detection in self-driving cars, and medical image analysis. But CNNs are ...

This tutorial introduces you to a compute-intensive application that is accelerated using the AMD Alveo™ Data Center accelerator card. It goes through the design of a specific kernel that runs on the ...

Abstract: Convolutional Neural Network (CNN) is a popular model in computer vision and has the advantage of making good use of the correlation information of data. However, CNN is challenging to learn ...