196 citations
- Tokyo Institute of TechnologyJP7 papers
- Tohoku UniversityJP6 papers
- Denso (United States)US3 papers
- Denso IT Laboratory Inc. (Japan)JP2 papers
- FortissDE2 papers
- National Institute of Advanced Industrial Science and TechnologyJP2 papers
- Toyota Central Research and Development Laboratories (Japan)JP2 papers
- Association for Computing MachineryUS1 paper
- Budapest University of Technology and EconomicsHU1 paper
- Center for Integrated Quantum Science and TechnologyDE1 paper
- Eötvös Loránd UniversityHU1 paper
- HUN-REN Wigner Research Centre for PhysicsHU1 paper
Showing 2018 · cs.LGShow all
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cs.LG2018★ 7 cited
Runtime Monitoring Neuron Activation Patterns
Chih-Hong Cheng, Georg Nührenberg, Hirotoshi Yasuoka
For using neural networks in safety critical domains, it is important to know if a decision made by a neural network is supported by prior similarities in training. We propose runt…
cs.LG2018★ 4 cited
Towards Dependability Metrics for Neural Networks
Chih-Hong Cheng, Georg Nührenberg, Chung-Hao Huang +2
Artificial neural networks (NN) are instrumental in realizing highly-automated driving functionality. An overarching challenge is to identify best safety engineering practices for…