ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems

Xiaoxuan Yang, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li 0001. ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems. IEEE Trans. on CAD of Integrated Circuits and Systems, 42(7):2187-2199, July 2023. [doi]

@article{YangYDPCL23,
  title = {ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems},
  author = {Xiaoxuan Yang and Huanrui Yang and Janardhan Rao Doppa and Partha Pratim Pande and Krishnendu Chakrabarty and Hai Li 0001},
  year = {2023},
  month = {July},
  doi = {10.1109/TCAD.2022.3216546},
  url = {https://doi.org/10.1109/TCAD.2022.3216546},
  researchr = {https://researchr.org/publication/YangYDPCL23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. on CAD of Integrated Circuits and Systems},
  volume = {42},
  number = {7},
  pages = {2187-2199},
}