Multiscale modeling of neuromorphic computing: From materials to device operations

In this paper, a multiscale modeling platform for neuromorphic computing devices connecting the atomic material properties to the electrical device performances is presented. The main ingredients of the modeling platform are discussed in view of the different technologies (e.g. RRAM, PCM, FTJ) proposed for 3D integrated neuromorphic computing.