Sparse Bayesian Deep Learning for Dynamic System Identification

Hongpeng Zhou, Chahine Ibrahim, Wei Xing Zheng +1

This paper proposes a sparse Bayesian treatment of deep neural networks (DNNs) for system identification. Although DNNs show impressive approximation ability in various fields, sev…