High-Accuracy Inference in Neuromorphic Circuits using Hardware-Aware Training

Borna Obradovic, Titash Rakshit, Ryan Hatcher +2

Neuromorphic Multiply-And-Accumulate (MAC) circuits utilizing synaptic weight elements based on SRAM or novel Non-Volatile Memories (NVMs) provide a promising approach for highly e…