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Fasfous, Nael
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1

Adversarial Robustness of Multi-bit Convolutional Neural Ne..:

, In: Lecture Notes in Networks and Systems; Intelligent Systems and Applications,
Frickenstein, Lukas ; Sampath, Shambhavi Balamuthu ; Mori, Pierpaolo... - p. 157-174 , 2024
Link: https://doi.org/10.1007/..
 
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2

Wino Vidi Vici: Conquering Numerical Instability of 8-bit W..:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Mori, Pierpaolo ; Frickenstein, Lukas ; Sampath, Shambhavi Balamuthu... - p. 53-62 , 2024
Link: https://doi.org/10.1109/..
 
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3

Lightweight Instruction Set for Flexible Dilated Convolutio..:

, In: 2023 24th International Symposium on Quality Electronic Design (ISQED),
Friedrich, Simon ; Sampath, Shambhavi Balamuthu ; Wittig, Robert... - p. 1-8 , 2023
Link: https://doi.org/10.1109/..
 
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4

The ZuSE-KI-Mobil AI Accelerator SoC: Overview and a Functi..:

, In: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE),
Kempf, Fabian ; Hoefer, Julian ; Harbaum, Tanja... - p. 1-6 , 2023
Link: https://doi.org/10.23919..
 
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5

Genetic Algorithm-based Framework for Layer-Fused Schedulin..:

, In: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE),
Karl, Sebastian ; Symons, Arne ; Fasfous, Nael. - p. 1-6 , 2023
Link: https://doi.org/10.23919..
 
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6

WinoTrain: Winograd-Aware Training for Accurate Full 8-bit ..:

, In: 2023 60th ACM/IEEE Design Automation Conference (DAC),
Mori, Pierpaolo ; Sampath, Shambhavi Balamuthu ; Frickenstein, Lukas... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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7

Fine-Grained Power Modeling of Multicore Processors Using F..:

Sagi, Mark ; Vu Doan, Nguyen Anh ; Fasfous, Nael..
International Journal of Parallel Programming.  50 (2022)  2 - p. 243-266 , 2022
Link: https://doi.org/10.1007/..
 
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8

Accelerating and pruning CNNs for semantic segmentation on ..:

, In: Proceedings of the 59th ACM/IEEE Design Automation Conference,
Morì, Pierpaolo ; Vemparala, Manoj-Rohit ; Fasfous, Nael... - p. 145-150 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

HW-Flow-Fusion: Inter-Layer Scheduling for Convolutional Ne..:

Valpreda, Emanuele ; Morì, Pierpaolo ; Fasfous, Nael...
Electronics.  11 (2022)  18 - p. 2933 , 2022
Link: https://doi.org/10.3390/..
 
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10

HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quanti..:

Fasfous, Nael ; Vemparala, Manoj Rohit ; Frickenstein, Alexander...
ACM Transactions on Embedded Computing Systems (TECS).  20 (2021)  5s - p. 1-25 , 2021
Link: https://dl.acm.org/doi/1..
 
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11

L2PF - Learning to Prune Faster:

, In: Communications in Computer and Information Science; Computer Vision and Image Processing,
Vemparala, Manoj-Rohit ; Fasfous, Nael ; Frickenstein, Alexander... - p. 249-261 , 2021
Link: https://doi.org/10.1007/..
 
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12

BreakingBED: Breaking Binary and Efficient Deep Neural Netw..:

, In: Lecture Notes in Networks and Systems; Intelligent Systems and Applications,
Vemparala, Manoj-Rohit ; Frickenstein, Alexander ; Fasfous, Nael... - p. 148-167 , 2021
Link: https://doi.org/10.1007/..
 
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13

HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quanti..:

Fasfous, Nael ; Vemparala, Manoj Rohit ; Frickenstein, Alexander...
ACM Transactions on Embedded Computing Systems.  20 (2021)  5s - p. 1-25 , 2021
Link: https://doi.org/10.1145/..
 
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14

Exploring a Hybrid Voting-based Eviction Policy for Caches ..:

Srivatsa, Akshay ; Fasfous, Nael ; Anh Vu Doan, Nguyen...
Microprocessors and Microsystems.  87 (2021)  - p. 104384 , 2021
Link: https://doi.org/10.1016/..
 
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15

HyVE: A Hybrid Voting-based Eviction Policy for Caches:

, In: 2020 IEEE Nordic Circuits and Systems Conference (NorCAS),
Srivatsa, Akshay ; Nagel, Sebastian ; Fasfous, Nael... - p. 1-7 , 2020
Link: https://doi.org/10.1109/..
 
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