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Towards a Safety Case for Hardware Fault Tolerance in Convolutional
  Neural Networks Using Activation Range Supervision

Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision

16 August 2021
Florian Geissler
S. Qutub
S. Roychowdhury
Ali Asgari Khoshouyeh
Ya-li Peng
Akash Dhamasia
Ralf Graefe
Karthik Pattabiraman
Michael Paulitsch
    AAML
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Papers citing "Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision"

2 / 2 papers shown
Title
Hybrid Convolutional Neural Networks with Reliability Guarantee
Hybrid Convolutional Neural Networks with Reliability Guarantee
Hans Dermot Doran
Suzana Veljanovska
29
2
0
08 May 2024
Hardware faults that matter: Understanding and Estimating the safety
  impact of hardware faults on object detection DNNs
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs
S. Qutub
Florian Geissler
Ya-ti Peng
Ralf Gräfe
Michael Paulitsch
Gereon Hinz
Alois C. Knoll
AAML
29
5
0
07 Sep 2022
1