Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI

Mara Pistellato, Filippo Bergamasco, Gianluca Bigaglia, Andrea Gasparetto, Andrea Albarelli, Marco Boschetti, Roberto Passerone. Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI. Sensors, 23(10):4667, 2023. [doi]

@article{PistellatoBBGAB23,
  title = {Quantization-Aware NN Layers with High-throughput FPGA Implementation for Edge AI},
  author = {Mara Pistellato and Filippo Bergamasco and Gianluca Bigaglia and Andrea Gasparetto and Andrea Albarelli and Marco Boschetti and Roberto Passerone},
  year = {2023},
  doi = {10.3390/s23104667},
  url = {https://doi.org/10.3390/s23104667},
  researchr = {https://researchr.org/publication/PistellatoBBGAB23},
  cites = {0},
  citedby = {0},
  journal = {Sensors},
  volume = {23},
  number = {10},
  pages = {4667},
}