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2401.09509
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Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
17 January 2024
Mahdi Taheri
N. Cherezova
M. S. Ansari
M. Jenihhin
A. Mahani
Masoud Daneshtalab
J. Raik
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Papers citing
"Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators"
7 / 7 papers shown
Title
Balancing Robustness and Efficiency in Embedded DNNs Through Activation Function Selection
Jon Gutiérrez-Zaballa
Koldo Basterretxea
Javier Echanobe
AAML
30
0
0
07 Apr 2025
Designing DNNs for a trade-off between robustness and processing performance in embedded devices
Jon Gutiérrez-Zaballa
Koldo Basterretxea
Javier Echanobe
AAML
104
2
0
04 Dec 2024
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators
Mahdi Taheri
Masoud Daneshtalab
J. Raik
M. Jenihhin
Salvatore Pappalardo
Paul Jiménez
Bastien Deveautour
A. Bosio
19
5
0
05 Mar 2024
AdAM: Adaptive Fault-Tolerant Approximate Multiplier for Edge DNN Accelerators
Mahdi Taheri
N. Cherezova
Samira Nazari
Ahsan Rafiq
A. Azarpeyvand
Tara Ghasempouri
Masoud Daneshtalab
J. Raik
M. Jenihhin
35
8
0
05 Mar 2024
Noise-Tolerance GPU-based Age Estimation Using ResNet-50
Mahtab Taheri
Mahdi Taheri
A. Hadjahmadi
CVBM
11
2
0
26 Apr 2023
DeepAxe: A Framework for Exploration of Approximation and Reliability Trade-offs in DNN Accelerators
Mahdi Taheri
M. Riazati
Mohammad Hasan Ahmadilivani
M. Jenihhin
Masoud Daneshtalab
J. Raik
Mikael Sjödin
B. Lisper
52
20
0
14 Mar 2023
Exploring Fault-Energy Trade-offs in Approximate DNN Hardware Accelerators
Ayesha Siddique
K. Basu
K. A. Hoque
27
13
0
08 Jan 2021
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