Stochastic Sparse Learning with Momentum Adaptation for Imprecise Memristor Networks

Yaoyuan Wang, Shuang Wu, Ziyang Zhang +2

Memristor based neural networks have great potentials in on-chip neuromorphic computing systems due to the fast computation and low-energy consumption. However, the imprecise prope…