8 citations · 21 across the 8 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.SE2017★ 5 cited
Verification of Binarized Neural Networks via Inter-Neuron Factoring
Chih-Hong Cheng, Georg Nührenberg, Chung-Hao Huang +1
We study the problem of formal verification of Binarized Neural Networks (BNN), which have recently been proposed as a energy-efficient alternative to traditional learning networks…
cs.SE2017★ 7 cited
Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives
Chih-Hong Cheng, Frederik Diehl, Yassine Hamza +5
We propose a methodology for designing dependable Artificial Neural Networks (ANN) by extending the concepts of understandability, correctness, and validity that are crucial ingred…