A Non-Idealities Aware Software-Hardware Co-Design Framework for Edge-AI Deep Neural Network Implemented on Memristive Crossbar

Tiancheng Cao, Chen Liu, Weijie Wang, TanTan Zhang, Hock Koon Lee, Ming-Hua Li, Wendong Song, Zhixian Chen, Victor Yi-Qian Zhuo, Nan Wang, Yao Zhu, Yuan Gao 0011, Wang Ling Goh. A Non-Idealities Aware Software-Hardware Co-Design Framework for Edge-AI Deep Neural Network Implemented on Memristive Crossbar. IEEE J. Emerg. Sel. Topics Circuits Syst., 12(4):934-943, 2022. [doi]

@article{CaoLWZLLSCZWZGG22,
  title = {A Non-Idealities Aware Software-Hardware Co-Design Framework for Edge-AI Deep Neural Network Implemented on Memristive Crossbar},
  author = {Tiancheng Cao and Chen Liu and Weijie Wang and TanTan Zhang and Hock Koon Lee and Ming-Hua Li and Wendong Song and Zhixian Chen and Victor Yi-Qian Zhuo and Nan Wang and Yao Zhu and Yuan Gao 0011 and Wang Ling Goh},
  year = {2022},
  doi = {10.1109/JETCAS.2022.3214334},
  url = {https://doi.org/10.1109/JETCAS.2022.3214334},
  researchr = {https://researchr.org/publication/CaoLWZLLSCZWZGG22},
  cites = {0},
  citedby = {0},
  journal = {IEEE J. Emerg. Sel. Topics Circuits Syst.},
  volume = {12},
  number = {4},
  pages = {934-943},
}