School of Computing, University of Leeds, Leeds LS2 9JT; School of Computer Science, Peking University, Beijing, China 100871; Institute for Artificial Intelligence, School of Computer Science, Peking University, Beijing, China 100871; Institution for Artificial Intelligence, School of Computer Science, Peking University, Beijing, China 100871
Jianhao Ding, Tong Bu, Zhaofei Yu, Tiejun Huang, Jian Liu
Spiking Neural Networks;Neural Coding;Perturbation Analysis
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training