most citedA Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark

3 citations · 3 across the 2 of their papers we have counts for

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2 papers

eess.SY2021

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…

eess.SY2019★ 3 cited

A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark

Hongpeng Zhou, Chahine Ibrahim, Wei Pan

Nonlinear system identification is important with a wide range of applications. The typical approaches for nonlinear system identification include Volterra series models, nonlinear…