Integration of Physics-Derived Memristor Models with Machine Learning Frameworks

Zhenming Yu, Stephan Menzel, John Paul Strachan +1

Simulation frameworks such MemTorch, DNN+NeuroSim, and aihwkit are commonly used to facilitate the end-to-end co-design of memristive machine learning (ML) accelerators. These simu…