Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators

Wenyong Zhou, Zhengwu Liu, Yuan Ren +1

Compute-in-memory (CIM) accelerators have emerged as a promising way for enhancing the energy efficiency of convolutional neural networks (CNNs). Deploying CNNs on CIM platforms ge…