Extending Straight-Through Estimation for Robust Neural Networks on Analog CIM Hardware

Yuannuo Feng, Wenyong Zhou, Yuexi Lyu +4

Analog Compute-In-Memory (CIM) architectures promise significant energy efficiency gains for neural network inference, but suffer from complex hardware-induced noise that poses maj…