@article{pala:hal-03119369,
author = {Pala, Davide and Miro-Panades, Ivan and Sentieys, Olivier},
title = {Freezer: A Specialized NVM Backup Controller for Intermittently-Powered Systems},
journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
volume = {40},
pages = {1559-1572},
doi = {10.1109/TCAD.2020.3025063},
url = {https://hal.inria.fr/hal-03119369},
number = {8},
year = {2021}
}
@article{mo:hal-03103821,
author = {Mo, Lei and Kritikakou, Angeliki and Sentieys, Olivier and Cao, Xianghui},
title = {Real-time Imprecise Computation Tasks Mapping for DVFS-Enabled Networked Systems},
publisher = {IEEE},
year = {2021},
volume = {8},
number = {10},
pages = {8246-8258},
journal = {IEEE Internet of Things Journal},
doi = {10.1109/JIOT.2020.3044910},
url = {https://hal.archives-ouvertes.fr/hal-03103821}
}
@inproceedings{sentieys:hal-03266861,
author = {Sentieys, Olivier and Filip, Silviu-Ioan and Briand, David and Novo, David and Dupuis, Etienne and O'Connor, Ian and Bosio, Alberto},
title = {AdequateDL: Approximating Deep Learning Accelerators},
booktitle = {DDECS 2021 - 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems},
pages = {37-40},
doi = {10.1109/DDECS52668.2021.9417026},
url = {https://hal.archives-ouvertes.fr/hal-03266861},
publisher = {IEEE},
location = {Vienna (virtual), Austria},
year = {2021}
}
@inproceedings{ha:hal-03119548,
author = {Ha, Van-Phu and Sentieys, Olivier},
title = {Leveraging Bayesian Optimization to Speed Up Automatic Precision Tuning},
booktitle = {24th IEEE/ACM Design, Automation and Test in Europe (DATE)},
pages = {1-6},
url = {https://hal.inria.fr/hal-03119548},
location = {Virtual Event, France},
year = {2021},
month = feb
}
@inproceedings{sentieys:hal-03491936,
author = {Sentieys, Olivier},
title = {An Optimization Playground for Precision and Number Representation Tuning},
booktitle = {Report from Dagstuhl Seminar 21302 - Approximate Systems},
url = {https://hal.archives-ouvertes.fr/hal-03491936},
year = {2021},
month = jul
}
@inproceedings{sentieys:hal-03494932,
author = {Sentieys, Olivier},
title = {Approximate Deep Learning Accelerators: Improving performance and energy efficiency of deep-learning hardware accelerators with controlled arithmetic approximations},
booktitle = {CSW 2021 - HiPEAC Computing Systems Week},
url = {https://hal.archives-ouvertes.fr/hal-03494932},
location = {Lyon, France},
year = {2021},
month = oct
}
@inproceedings{tatsumi:hal-03494256,
author = {Tatsumi, Mariko and Xie, Yuxiang and White, Caroline and Filip, Silviu-Ioan and Sentieys, Olivier and Lemieux, Guy},
title = {MPTorch and MPArchimedes: Open Source Frameworks to Explore Custom Mixed- Precision Operations for DNN Training on Edge Devices},
booktitle = {ROAD4NN 2021 - 2nd ROAD4NN Workshop: Research Open Automatic Design for Neural Networks},
url = {https://hal.archives-ouvertes.fr/hal-03494256},
location = {San Francisco, United States},
year = {2021},
month = dec
}
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