An Optimized Hardware Inference of SABiNN: Shift-Accumulate Binarized Neural Network for Sleep Apnea Detection

Omiya Hassan, Tanmoy Paul, Nazmul Amin, Twisha Titirsha, Rushil Thakker, Dilruba Parvin, Abu Saleh Mohammad Mosa, Syed Kamrul Islam. An Optimized Hardware Inference of SABiNN: Shift-Accumulate Binarized Neural Network for Sleep Apnea Detection. IEEE T. Instrumentation and Measurement, 72:1-11, 2023. [doi]

@article{HassanPATTPMI23,
  title = {An Optimized Hardware Inference of SABiNN: Shift-Accumulate Binarized Neural Network for Sleep Apnea Detection},
  author = {Omiya Hassan and Tanmoy Paul and Nazmul Amin and Twisha Titirsha and Rushil Thakker and Dilruba Parvin and Abu Saleh Mohammad Mosa and Syed Kamrul Islam},
  year = {2023},
  doi = {10.1109/TIM.2023.3279880},
  url = {https://doi.org/10.1109/TIM.2023.3279880},
  researchr = {https://researchr.org/publication/HassanPATTPMI23},
  cites = {0},
  citedby = {0},
  journal = {IEEE T. Instrumentation and Measurement},
  volume = {72},
  pages = {1-11},
}