A Fast Method for Steady-State Memristor Crossbar Array Circuit Simulation
arXiv:2109.07929
Abstract
In this work we propose an effective preconditioning technique to accelerate the steady-state simulation of large-scale memristor crossbar arrays (MCAs). We exploit the structural regularity of MCAs to develop a specially-crafted preconditioner that can be efficiently evaluated utilizing tensor products and block matrix inversion. Numerical experiments demonstrate the efficacy of the proposed technique compared to mainstream preconditioners.
arXiv comment3 pages,6 figures, ICTA 2021