MCEL: Margin-Based Cross-Entropy Loss for Error-Tolerant Quantized Neural Networks

Mikail Yayla, Akash Kumar

Robustness to bit errors is a key requirement for the reliable use of neural networks (NNs) on emerging approximate computing platforms and error-prone memory technologies. A commo…