A Neural Network Approach for Parameterizations of Hot Carrier Degradation Models

This study develops a parameter extraction flow for Hot Carrier Degradation (HCD) model in advanced technology based on the neural network (NN). Four types of parameters of the BSIM-CMG model are proposed to comprehensively capture the aged device characteristics. As verified by 16/14 nm FinFET data...

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Bibliographic Details
Main Authors: Cong Shen, Yu Li, Zirui Wang, Lining Zhang, Runsheng Wang, Ru Huang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of the Electron Devices Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10749970/
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