Circuit designers know that SPICE circuit simulators use a large matrix to simultaneously solve for currents and voltages, taking small enough time steps to ensure convergence and simulation stability. The trouble is that using a general purpose CPU to make these matrix calculations is quite time consuming, meaning that an engineer can wait hours or days to see any simulation results. Since necessity is the mother of all invention, some clever EDA engineers have looked to speed up SPICE circuit simulations by using GPUs.

2.) TinySPICE
3.)
4.) CUDA Circuit Simulator

