We first propose an ultra-compact energy-efficient time-domain vector-by-matrix multiplier (VMM) based on commercial 3D-NAND flash memory structure. The proposed 3D-VMM uses a novel resistive successive integrate and re-scaling (RSIR) scheme to eliminate the stringent requirement of a bulky load …