no code implementations • 16 Apr 2020 • Dawei Liu, Zhiyi Tang, Yuequan Bao, Hui Li
A self-coding deep neural network is designed to identify the structural modal parameters from the vibration data of structures.
no code implementations • 7 Jan 2019 • Yuequan Bao, Zhiyi Tang, Hui Li
The prior knowledge, i. e., the basis matrix and the CS-sampled signals, are used as the input and the target of the network; the basis coefficient matrix is embedded as the parameters of a certain layer; the objective function of conventional compressive sensing is set as the loss function of the network.