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Frickenstein, Alexander
33  Ergebnisse:
Personensuche X
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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

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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4

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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5

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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6

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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7

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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8

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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9

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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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.  20 (2021)  5s - p. 1-25 , 2021
Link: https://doi.org/10.1145/..
 
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11

ALF : autoencoder-based low-rank filter-sharing for effi..:

, In: Proceedings of the 57th ACM/EDAC/IEEE Design Automation Conference,
Frickenstein, Alexander ; Vemparala, Manoj-Rohit ; Fasfous, Nael... - p. 1-6 , 2020
Link: https://dl.acm.org/doi/1..
 
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12

ALF: Autoencoder-based Low-rank Filter-sharing for Efficien..:

, In: 2020 57th ACM/IEEE Design Automation Conference (DAC),
Frickenstein, Alexander ; Vemparala, Manoj-Rohit ; Fasfous, Nael... - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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13

Binary DAD-Net: Binarized Driveable Area Detection Network ..:

, In: 2020 IEEE International Conference on Robotics and Automation (ICRA),
Frickenstein, Alexander ; Vemparala, Manoj-Rohit ; Mayr, Jakob... - p. 2295-2301 , 2020
Link: https://doi.org/10.1109/..
 
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14

OrthrusPE: Runtime Reconfigurable Processing Elements for B..:

, In: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE),
Fasfous, Nael ; Vemparala, Manoj Rohit ; Frickenstein, Alexander. - p. 1662-1667 , 2020
Link: https://doi.org/10.23919..
 
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15

OrthrusPE : runtime reconfigurable processing elements f..:

, In: Proceedings of the 23rd Conference on Design, Automation and Test in Europe,
Fasfous, Nael ; Vemparala, Manoj Rohit ; Frickenstein, Alexander. - p. 1662-1667 , 2020
Link: https://dl.acm.org/doi/1..
 
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