Batch-Normalized Deep Recurrent Neural Network for High-Speed Nonlinear Circuit Macromodeling

Author:

Faraji Amin1,Noohi Mostafa2,Sadrossadat Sayed Alireza1ORCID,Mirvakili Ali2,Na Weicong3ORCID,Feng Feng4ORCID

Affiliation:

1. Department of Computer Engineering, Yazd University, Yazd, Iran

2. Department of Electrical Engineering, Yazd University, Yazd, Iran

3. Faculty of Information Technology, Beijing University of Technology, Beijing, China

4. School of Microelectronics, Tianjin University, Tianjin, China

Funder

National Natural Science Foundation of China

Scientific Research Project of Beijing Educational Committee

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Radiation

Reference36 articles.

1. Spatial Sequential Recurrent Neural Network for Hyperspectral Image Classification

2. Batch-normalized recurrent highway networks

3. Efficient BackProp

4. Batch normalization: Accelerating deep network training by reducing internal covariate shift;ioffe;Proc 32nd Int Conf Mach Learn,2015

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