On the uncertainty principle of neural networks

Jun-Jie Zhang, Dong-Xiao Zhang, Jian-Nan Chen +2

In this study, we explore the inherent trade-off between accuracy and robustness in neural networks, drawing an analogy to the uncertainty principle in quantum mechanics. We propos…