Zuxun Xiong

Data-Driven Stable Neural Feedback Loop Design

2024

This paper proposes a data-driven approach to design a feedforward Neural Network (NN) controller with a stability guarantee for plants with unknown dynamics. We first introduce data-driven representations of stability conditions for Neural Feedback Loops …