1 citations · 1 across the 4 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
math.OC2023
Robust Stability of Neural Network Control Systems with Interval Matrix Uncertainties
Yuhao Zhang, Xiangru Xu
Neural networks have become increasingly popular in controller design due to their versatility and efficiency. However, their integration into feedback systems can pose stability c…
math.OC2023★ 1 cited
Hybrid Zonotope-Based Backward Reachability Analysis for Neural Feedback Systems With Nonlinear Plant Models
Hang Zhang, Yuhao Zhang, Xiangru Xu
The increasing prevalence of neural networks in safety-critical control systems underscores the imperative need for rigorous methods to ensure the reliability and safety of these s…