@inproceedings{ha:hal-03885240,
author = {Ha, Van-Phu and Sentieys, Olivier},
title = {Maximizing Computing Accuracy on Resource-Constrained Architectures},
booktitle = {26th IEEE/ACM Design, Automation and Test in Europe (DATE)},
url = {https://hal.inria.fr/hal-03885240},
pages = {1-6},
location = {Antwerp, Belgium},
year = {2023}
}
@inproceedings{traiola:hal-03887681,
author = {Traiola, Marcello and Kritikakou, Angeliki and Sentieys, Olivier},
title = {harDNNing: a machine-learning-based framework for fault tolerance assessment and protection of Deep Neural Networks},
pages = {1-6},
booktitle = {26th IEEE/ACM Design, Automation and Test in Europe (DATE)},
url = {https://hal.inria.fr/hal-03887681},
location = {Antwerp, Belgium},
year = {2023}
}
@article{fernandesdossantos:hal-03865253,
author = {Fernandes dos Santos, Fernando and Kritikakou, Angeliki and Esteban Rodriguez Condia, Josie and David Guerrero Balaguera, Juan and Sonza Reorda, Matteo and Sentieys, Olivier and Rech, Paolo},
title = {Characterizing a Neutron-Induced Fault Model for Deep Neural Networks},
journal = {IEEE Transactions on Nuclear Science},
url = {https://hal.inria.fr/hal-03865253},
year = {2022}
}
@article{psiakis:hal-03885490,
author = {Psiakis, Rafail and Kritikakou, Angeliki and Sentieys, Olivier},
title = {Dynamic fault-tolerant VLIW processor with heterogeneous Function Units},
journal = {Microprocessors and Microsystems: Embedded Hardware Design },
volume = {93},
pages = {104564},
year = {2022},
doi = {10.1016/j.micpro.2022.104564},
url = {https://hal.inria.fr/hal-03885490},
publisher = {Elsevier}
}
@article{li:hal-03854671,
author = {Li, Xinmei and Mo, Lei and Kritikakou, Angeliki and Sentieys, Olivier},
title = {Approximation-aware Task Deployment on Heterogeneous Multi-core Platforms with DVFS},
journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems},
pages = {1-15},
year = {2022},
doi = {10.1109/TCAD.2022.3222293},
url = {https://hal.science/hal-03854671}
}
@inbook{dupuis:hal-03494874,
author = {Dupuis, Etienne and Filip, Silviu-Ioan and Sentieys, Olivier and Novo, David and O'Connor, Ian and Bosio, Alberto},
chapter = {Approximations in Deep Learning},
title = {Approximate Computing Techniques - From Component- to Application-Level},
url = {https://hal.archives-ouvertes.fr/hal-03494874},
publisher = {Springer},
year = {2022}
}
@inbook{sentieys:hal-03494872,
author = {Sentieys, Olivier and Menard, Daniel},
chapter = {Customizing Number Representation and Precision},
title = {Approximate Computing Techniques - From Component- to Application-Level},
url = {https://hal.archives-ouvertes.fr/hal-03494872},
publisher = {Springer},
year = {2022}
}
@book{bosio:hal-03494868,
author = {Bosio, Alberto and Menard, Daniel and Sentieys, Olivier},
title = {Approximate Computing Techniques: From Component- to Application-Level},
url = {https://hal.archives-ouvertes.fr/hal-03494868},
publisher = {Springer},
year = {2022}
}
@inproceedings{kritikakou:hal-03485386,
author = {Kritikakou, Angeliki and Sentieys, Olivier and Hubert, Guillaume and Helen, Youri and Coulon, Jean-Francois and Deroux-Dauphin, Patrice},
title = {FLODAM: Cross-Layer Reliability Analysis Flow for Complex Hardware Designs},
booktitle = {25th IEEE/ACM Design, Automation and Test in Europe (DATE)},
pages = {1-6},
url = {https://hal.archives-ouvertes.fr/hal-03485386},
location = {Antwerp, Belgium},
year = {2022},
month = mar
}
@inproceedings{tatsumi:hal-03885471,
author = {Tatsumi, Mariko and Filip, Silviu-Ioan and White, Caroline and Sentieys, Olivier and Lemieux, Guy},
title = {Mixing Low-Precision Formats in Multiply-Accumulate Units for DNN Training},
booktitle = {IEEE International Conference on Field Programmable Technology (FPT)},
pages = {1-9},
url = {https://hal.inria.fr/hal-03885471},
location = {Hong Kong, Hong Kong SAR China},
year = {2022}
}
@inproceedings{allenet:cea-03776535,
author = {Allenet, Thibault and Briand, David and Bichler, Olivier and Sentieys, Olivier},
title = {Disentangled Loss for Low-Bit Quantization-Aware Training},
booktitle = {IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)},
pages = {2788-2792},
year = {2022},
doi = {10.1109/CVPRW56347.2022.00315},
url = {https://hal-cea.archives-ouvertes.fr/cea-03776535},
series = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
location = {New Orleans, United States}
}
@inproceedings{fernandesdossantos:hal-03697265,
author = {Fernandes dos Santos, Fernando and Kritikakou, Angeliki and Sentieys, Olivier},
title = {Experimental evaluation of neutron-induced errors on a multicore RISC-V platform},
booktitle = {28th IEEE International Symposium on OnLine Testing and Robust System Design (IOLTS)},
pages = {1-7},
url = {https://hal.inria.fr/hal-03697265},
location = {Torino, Italy},
year = {2022}
}
@inproceedings{kritikakou:hal-03923506,
author = {Kritikakou, Angeliki and Nikolaou, Panagiota and Rodriguez-Ferrandez, Ivan and Paturel, Joseph and Kosmidis, Leonidas and Michael, Maria K. and Sentieys, Olivier and Steenari, David},
title = {Functional and Timing Implications of Transient Faults in Critical Systems},
booktitle = {28th IEEE International Symposium on OnLine Testing and Robust System Design (IOLTS)},
pages = {1-10},
url = {https://hal.science/hal-03923506},
location = {Torino, Italy},
year = {2022}
}
@inproceedings{fernandesdossantos:hal-03652138,
author = {Fernandes dos Santos, Fernando and Kritikakou, Angeliki and Sentieys, Olivier and Rech, Paolo},
title = {Characterizing Deep Neural Networks Neutrons-Induced Error Model},
booktitle = {IEEE Nuclear \& Space Radiation Effects Conference (NSREC)},
pages = {1-5},
url = {https://hal.inria.fr/hal-03652138},
location = {Provo, United States},
year = {2022}
}
@inproceedings{dossantos:hal-03903347,
author = {dos Santos, Fernando Fernandes and Rech, Paolo and Kritikakou, Angeliki and Sentieys, Olivier},
title = {Evaluating the Impact of Mixed-Precision on Fault Propagation for Deep Neural Networks on GPUs},
booktitle = {IEEE Computer Society Annual Symposium on VLSI (ISVLSI)},
pages = {327-327},
doi = {10.1109/ISVLSI54635.2022.00071},
url = {https://hal.inria.fr/hal-03903347},
location = {Nicosia, Italy},
year = {2022}
}
@inproceedings{fernandes:hal-03903370,
author = {Fernandes, Fernando and Kritikakou, Angeliki and Sentieys, Olivier},
title = {Experimental evaluation of neutron-induced errors on a RISC-V processor},
booktitle = {Poster at RISC-V Week 2022},
url = {https://hal.inria.fr/hal-03903370},
location = {Paris, France},
year = {2022}
}
@inproceedings{rokicki:hal-03885663,
author = {Rokicki, Simon and Paturel, Joseph and Sentieys, Olivier},
title = {Comet: a RISC-V Core Synthesized from C++ Specifications},
booktitle = {Poster at Spring 2022 RISC-V Week},
url = {https://hal.inria.fr/hal-03885663},
location = {Paris, France},
year = {2022}
}
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