Nael Fasfous
Orcid: 0000-0002-8081-7904
According to our database1,
Nael Fasfous
authored at least 28 papers
between 2020 and 2024.
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Bibliography
2024
Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd Convolution for Accurate Inference Acceleration on Edge.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024
2023
Lightweight Instruction Set for Flexible Dilated Convolutions and Mixed-Precision Operands.
Proceedings of the 24th International Symposium on Quality Electronic Design, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Genetic Algorithm-based Framework for Layer-Fused Scheduling of Multiple DNNs on Multi-core Systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
2022
Hardware-Software Co-Design of Deep Neural Networks: From Handcrafted to Automated Design and Deployment.
PhD thesis, 2022
Leibniz Trans. Embed. Syst., 2022
Int. J. Parallel Program., 2022
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2021
Exploring a Hybrid Voting-based Eviction Policy for Caches and Sparse Directories on Manycore Architectures.
Microprocess. Microsystems, November, 2021
ACM Trans. Embed. Comput. Syst., 2021
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices.
CoRR, 2021
Proceedings of the IEEE Intelligent Vehicles Symposium Workshops, 2021
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021
BreakingBED: Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks.
Proceedings of the Intelligent Systems and Applications, 2021
Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
2020
Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2020, Oslo, 2020
On-Chip Democracy: A Study on the Use of Voting Systems for Computer Cache Memory Management.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020