PQ-PIM: A pruning–quantization joint optimization framework for ReRAM-based processing-in-memory DNN accelerator
Yuhao Zhang, Xinyu Wang, Xikun Jiang, Yuhan Yang, Zhaoyan Shen, Zhiping Jia
Topics & Concepts
Resistive random-access memoryComputer scienceQuantization (signal processing)GranularityPruningComputer hardwareEfficient energy useComputer engineeringParallel computingComputer architectureAlgorithmElectrical engineeringEngineeringVoltageAgronomyBiologyOperating systemAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesBrain Tumor Detection and Classification