Computer Engineering

The saturating scaling trends of CMOS technology have motivated the exploration of emerging Process-in-Memory (PIM) architectures as a promising alternative for accelerating data intensive Machine Learning (ML) workloads. To that effect, researchers have explored special-purpose accelerators based on Non-volatile Memory (NVM) crossbar primitives such as Resistive Random Access Memory (ReRAM)-based PIM accelerators.