Spike timing reshapes robustness against attacks in spiking neural networks

Jianhao Ding, Zhaofei Yu, Tiejun Huang +1

The success of deep learning in the past decade is partially shrouded in the shadow of adversarial attacks. In contrast, the brain is far more robust at complex cognitive tasks. Ut…