Evaluation of Radiation Effects in RRAM-Based Neuromorphic Computing System for Inference

Neuromorphic computing systems built with resistive random access memory (RRAM) are attractive solutions for implementing deep learning on-chip. In this paper, the single event and cumulative radiation damage susceptibility of a 1-transistor-1-resistor synaptic array architecture is investigated for the inference stage of a neuromorphic system. A physics-based SPICE RRAM model is developed to simu...