Training Neural Networks for Execution on Approximate Hardware

Tianmu Li, Shurui Li, Puneet Gupta

Approximate computing methods have shown great potential for deep learning. Due to the reduced hardware costs, these methods are especially suitable for inference tasks on battery-…