3D-FPIM: An Extreme Energy-Efficient DNN Acceleration System Using 3D NAND Flash-Based In-Situ PIM Unit

The crossbar structure of the nonvolatile memory enables highly parallel and energy-efficient analog matrix-vector-multiply (MVM) operations. To exploit its efficiency, existing works design a mixed-signal deep neural network (DNN) accelerator, which offloads low-precision MVM operations to the memo... View More