9 Result(s)

Article

Using U-Net convolutional neural network to model pixel-based electrostatic potential distributions in GaN power MIS-HEMTs

This study demonstrates a novel use of the U-Net convolutional neural network (CNN) for modeling pixel-based electrostatic potential distributions in GaN metal–insulator-semiconductor high-electron mobility tr...

Bang-Ren Chen, Yu-Sheng Hsiao, Wei-Cheng Lin, Wen-Jay Lee… in Scientific Reports (2024)

Article

Device simulations with A U-Net model predicting physical quantities in two-dimensional landscapes

Although Technology Computer-Aided Design (TCAD) simulation has paved a successful and efficient way to significantly reduce the cost of experiments under the device design, it still encounters many challenges...

Wen-Jay Lee, Wu-Tsung Hsieh, Bin-Horn Fang, Kuo-Hsing Kao… in Scientific Reports (2023)

Article

Artificial intelligence deep learning for 3D IC reliability prediction

Three-dimensional integrated circuit (3D IC) technologies have been receiving much attention recently due to the near-ending of Moore’s law of minimization in 2D IC. However, the reliability of 3D IC, which is...

Po-Ning Hsu, Kai-Cheng Shie, Kuan-Peng Chen, **g-Chen Tu… in Scientific Reports (2022)

Article

Engineer design process assisted by explainable deep learning network

Engineering simulation accelerates the development of reliable and repeatable design processes in various domains. However, the computing resource consumption is dramatically raised in the whole development pr...

Chia-Wei Hsu, An-Cheng Yang, Pei-Ching Kung, Nien-Ti Tsou… in Scientific Reports (2021)

Article

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2

Leonid L. Rubchinsky, Sungwoo Ahn, Wouter Klijn, Ben Cumming… in BMC Neuroscience (2017)

Article

Differential synchrotron X-ray imaging markers based on the renal microvasculature for tubulointerstitial lesions and glomerulopathy

High resolution synchrotron microtomography capable of revealing microvessels in three dimensional (3D) establishes distinct imaging markers of mouse kidney disease strongly associated to renal tubulointerstit...

Yu-Chuan Lin, Yeukuang Hwu, Guo-Shu Huang, Michael Hsiao… in Scientific Reports (2017)

Article

Large-scale quantitative analysis of neurons via morphological structures by Fast Automatically Structural Tracing Algorithm (FAST)

Nan-Yow Chen, Kuan-Peng Chen, Chi-Tin Shih, Guan-Wei He, Ting-Yuan Wang… in BMC Neuroscience (2015)

Article

Large-scale segmentation and tracing for neurons in Drosophila brain by Fast Automatically Structural Tracing Algorithm (FASTA)

Nan-Yow Chen, Meng-Fu Maxwell Shih, Chi-Tin Shih, Guan-Wei He… in BMC Neuroscience (2013)