A Transfer Learning Approach to Expedite Training of Artificial Neural Networks for Variability-Aware Signal Integrity Analysis of MWCNT Interconnects
Author:
Affiliation:
1. Indian Institute of Technology Roorkee,Department of Electronics and Communication Engineering,Roorkee,India
2. Indian Institute of Technology Ropar,Department of Electrical Engineering,Ropar,India
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9947062/9947092/09947162.pdf?arnumber=9947162
Reference10 articles.
1. Circuit Modeling and Performance Analysis of Multi-Walled Carbon Nanotube Interconnects
2. A Predictor–Corrector Algorithm for Fast Polynomial Chaos-Based Uncertainty Quantification of Multi-Walled Carbon Nanotube Interconnects
3. The application of neural networks to EM-based simulation and optimization of interconnects in high-speed VLSI circuits
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. Artificial Neural Networks With Fast Transfer Learning for Statistical Signal Integrity Analysis of MWCNT and MLGNR Interconnect Networks;IEEE Transactions on Electromagnetic Compatibility;2024-06
2. Noise-Aware Uncertainty Quantification of MLGNR Interconnects using Fast Trained Artificial Neural Networks;2023 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS);2023-12-12
3. Prior Knowledge Accelerated Transfer Learning (PKI-TL) for Machine Learning Assisted Uncertainty Quantification of MLGNR Interconnect Networks;2023 IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS);2023-10-15
4. An Analytic RLC Model for Coupled Interconnects Which Uses a Numerical Inverse Laplace Transform;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2023-10
5. Fast Simulation Method with Reinforcement Learning for Automated Optimization of Electronic Systems;2023 IEEE Region 10 Symposium (TENSYMP);2023-09-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3