Credits and Publications

The main contributors of this project are as follow:

  • Hossein Askari

  • Sean Wagner

  • Olexa Bilaniuk

If you found this project interesting and useful, please consider citing our papers:

Our paper on designing BARVINN:

@Article{barvinn_aspdac,
    author={AskariHemmat, MohammadHossein and Bilaniuk, Olexa and Wagner, Sean and Hariri, Yassine and Savaria, Yvon and David, Jean-Pierre},
    journal= {28th Asia and South Pacific Design Automation Conference ASP-DAC 2023},
    title  = {BARVINN: Arbitrary Precision DNN Accelerator Controlled by a RISC-V CPU},
    year   = {2023},
    doi    = {10.1145/3566097.3567872}
}

Our paper on designing PITO:

@INPROCEEDINGS{9114581,
    author={AskariHemmat, MohammadHossein and Bilaniuk, Olexa and Wagner, Sean and Savaria, Yvon and David, Jean-Pierre},
    booktitle={2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM)},
    title={RISC-V Barrel Processor for Accelerator Control},
    year={2020},
    volume={},
    number={},
    pages={212-212},
    doi={10.1109/FCCM48280.2020.00063}
}

@INPROCEEDINGS{9401617,
    author={AskariHemmat, MohammadHossein and Bilaniuk, Olexa and Wagner, Sean and Savaria, Yvon and David, Jean-Pierre},
    booktitle={2021 IEEE International Symposium on Circuits and Systems (ISCAS)},
    title={RISC-V Barrel Processor for Deep Neural Network Acceleration},
    year={2021},
    volume={},
    number={},
    pages={1-5},
    doi={10.1109/ISCAS51556.2021.9401617}
}

Our paper on designing MVU:

@INPROCEEDINGS{8702332,
    author={Bilaniuk, Olexa and Wagner, Sean and Savaria, Yvon and David, Jean-Pierre},
    booktitle={2019 IEEE International Symposium on Circuits and Systems (ISCAS)},
    title={Bit-Slicing FPGA Accelerator for Quantized Neural Networks},
    year={2019},
    volume={},
    number={},
    pages={1-5},
    doi={10.1109/ISCAS.2019.8702332}
}