FitAct: Error Resilient Deep Neural Networks via Fine-Grained Post-Trainable Activation Functions

Behnam Ghavami, Mani Sadati, Zhenman Fang +1

Deep neural networks (DNNs) are increasingly being deployed in safety-critical systems such as personal healthcare devices and self-driving cars. In such DNN-based systems, error r…