Kaicheng Niu

Deep transfer learning for system identification using long short-term memory neural networks

2022 · arXiv (Cornell University)

Recurrent neural networks (RNNs) have many advantages over more traditional system identification techniques. They may be applied to linear and nonlinear systems, and they require fewer modeling assumptions. However, these neural network models may also …