Abstract: this research explores the vulnerability of convolutional neural networks (CNNs) to adversarial attacks, with a focus on the Fast Gradient Sign Method (FGSM) as a baseline threat model. The ...

Learn how Network in Network (NiN) architectures work and how to implement them using PyTorch. This tutorial covers the concept, benefits, and step-by-step coding examples to help you build better ...

According to DeepLearning.AI (@DeepLearningAI), the new PyTorch for Deep Learning Professional Certificate, led by Laurence Moroney, provides in-depth, practical training on building, optimizing, and ...

Tutorials in the Au community journals are free-to-read resources for researchers, students, and instructors in advanced under-graduate or graduate courses, to learn more about new or unfamiliar ...

Abstract: Aviation is undergoing a revolution and a paradigm change. New technologies are moving aviation towards on demand transportation, often referred to as Advanced Air Mobility (AAM). To fully ...

The biodiversity of our planet is rapidly declining. We’ve likely reached a tipping point where it is crucial to use every tool at our disposal to help preserve what remains. That’s why I am pleased ...

将图片拆分成一维像素阵列，输入到神经网络，通过节点间的计算公式图像信息传输到输出层，通过Softmax归一化，得到一个概率分布，再通过大量图像数据的训练，不断调整网络参数，让概率分布更接近真实值，故神经网络的本质就是一个数学函数，训练过程 ...