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Conference and Workshop Papers
- 2019
[c6]Chih-Hong Cheng, Georg Nührenberg, Hirotoshi Yasuoka:
Runtime Monitoring Neuron Activation Patterns. DATE 2019: 300-303- [c5]Chih-Hong Cheng, Chung-Hao Huang, Georg Nührenberg:
nn-dependability-kit: Engineering Neural Networks for Safety-Critical Autonomous Driving Systems. ICCAD 2019: 1-6 - 2018
- [c4]Chih-Hong Cheng, Frederik Diehl
, Gereon Hinz, Yassine Hamza, Georg Nührenberg, Markus Rickert, Harald Ruess, Michael Truong-Le:
Neural networks for safety-critical applications - Challenges, experiments and perspectives. DATE 2018: 1005-1006 - [c3]Chih-Hong Cheng, Georg Nührenberg, Chung-Hao Huang, Harald Ruess, Hirotoshi Yasuoka:
Towards Dependability Metrics for Neural Networks. MEMOCODE 2018: 43-46 - [c2]Chih-Hong Cheng, Georg Nührenberg, Chung-Hao Huang, Harald Ruess:
Verification of Binarized Neural Networks via Inter-neuron Factoring - (Short Paper). VSTTE 2018: 279-290 - 2017
- [c1]Chih-Hong Cheng, Georg Nührenberg, Harald Ruess:
Maximum Resilience of Artificial Neural Networks. ATVA 2017: 251-268
Informal and Other Publications
- 2018
- [i6]Chih-Hong Cheng, Georg Nührenberg, Chung-Hao Huang, Harald Ruess, Hirotoshi Yasuoka:
Towards Dependability Metrics for Neural Networks. CoRR abs/1806.02338 (2018) - [i5]Chih-Hong Cheng, Georg Nührenberg, Hirotoshi Yasuoka:
Runtime Monitoring Neuron Activation Patterns. CoRR abs/1809.06573 (2018) - [i4]Chih-Hong Cheng, Chung-Hao Huang, Georg Nührenberg:
nn-dependability-kit: Engineering Neural Networks for Safety-Critical Systems. CoRR abs/1811.06746 (2018) - 2017
- [i3]Chih-Hong Cheng, Georg Nührenberg, Harald Ruess:
Maximum Resilience of Artificial Neural Networks. CoRR abs/1705.01040 (2017) - [i2]Chih-Hong Cheng, Frederik Diehl, Yassine Hamza, Gereon Hinz, Georg Nührenberg, Markus Rickert, Harald Ruess, Michael Truong-Le:
Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives. CoRR abs/1709.00911 (2017) - [i1]Chih-Hong Cheng, Georg Nührenberg, Harald Ruess:
Verification of Binarized Neural Networks. CoRR abs/1710.03107 (2017)
Coauthor Index
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