Artificial Neural Network Surrogate Models for Efficient Design Space Exploration of 14-nm FinFETs

Author:

Guglani Surila1,Patel Jyoti2,Dasgupta Avirup1,Dasgupta Sudeb2,Kao Ming-Yen3,Hu Chenming3,Roy Sourajeet1

Affiliation:

1. Indian Institute of Technology,Roorkee,Uttarakhand,India,247667

2. Indian Institute of Technology Roorkee, Uttarakhand 247667, India

3. University of California,Berkeley,CA,USA,94720

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. DrPCE-Net: Differential Residual PCE Network for Characteristic Prediction of Transistors;IEEE Transactions on Electron Devices;2024-01

2. Enhancement and Expansion of the Neural Network-Based Compact Model Using a Binning Method;IEEE Journal of the Electron Devices Society;2024

3. Compact Modeling of N- and P-Type GAA NS FETs Using Physical-Based Artificial Neural Networks with Temperature Dependence;2023 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD);2023-09-27

4. Deep Learning-Based Fast BSIM-CMG Parameter Extraction for General Input Dataset;IEEE Transactions on Electron Devices;2023-07

5. Benchmarking Artificial Neural Network Models for Design Technology Co-optimization;2023 International Symposium of Electronics Design Automation (ISEDA);2023-05-08

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