ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference

Jing Gong, Hassaan Saadat, Hasindu Gamaarachchi +3

Edge training of Deep Neural Networks (DNNs) is a desirable goal for continuous learning; however, it is hindered by the enormous computational power required by training. Hardware…