A Design Framework of Heterogeneous Approximate DCIM-Based Accelerator for Energy-Efficient NN Processing - Lee, Kyeongho; Lee, Hyeyeong; Park, Jongsun (IEEE transactions on circuits and systems. I, Regular papers, 2025)
Keywords: Accuracy; Adders; Approximation; Artificial neural networks; CIM; compute-in-memory; Costs; DCIM generation; Energy consumption; Energy efficiency; Evolutionary algorithms; Genetic algorithms; Hardware; heterogeneous approximation; In-memory computing; Mapping; Neural networks; Power demand; Power management; Sensitivity; SRAM; Static random access memory; Tradeoffs