Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators

Mingyuan Xiang, Xuhan Xie, Pedro Savarese +3

Resistive random-access memory (RRAM) is widely recognized as a promising emerging hardware platform for deep neural networks (DNNs). Yet, due to manufacturing limitations, current…