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 ...

The convolution operation is performed through a nested loop implementing a double summation. At each iteration, each block thread calculates the multiplication of a pixel value of the original image ...

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 ...