ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

Chuteng Zhou, Fernando García-Redondo, Julian Büchel, Irem Boybat, Xavier Timoneda Comas, S. R. Nandakumar, Shidhartha Das, Abu Sebastian, Manuel Le Gallo, Paul N. Whatmough. ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator. IEEE Micro, 42(6):76-87, 2022. [doi]

@article{ZhouGBBCNDSGW22,
  title = {ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator},
  author = {Chuteng Zhou and Fernando García-Redondo and Julian Büchel and Irem Boybat and Xavier Timoneda Comas and S. R. Nandakumar and Shidhartha Das and Abu Sebastian and Manuel Le Gallo and Paul N. Whatmough},
  year = {2022},
  doi = {10.1109/MM.2022.3198321},
  url = {https://doi.org/10.1109/MM.2022.3198321},
  researchr = {https://researchr.org/publication/ZhouGBBCNDSGW22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Micro},
  volume = {42},
  number = {6},
  pages = {76-87},
}