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Artificial Neural Networks for Microwave Computer-Aided Design: The State of the Art
Feng, Feng, Na, Weicong, Jin, Jing, Zhang, Jianan, Zhang, Wei, Zhang, Qi-Jun
Published in IEEE transactions on microwave theory and techniques (01.11.2022)
Published in IEEE transactions on microwave theory and techniques (01.11.2022)
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Modeling and signal integrity analysis of silicon interposer channels based on MTL and KBNN
Gao, Wen-Bin, Lin, Xuan, Li, Guo-Sheng, Yin, Hong-Shun, Lv, Fei-Long, Zhang, Peng, Wang, Da-Wei, Qian, Wen-Sheng, Zhang, Hao, Zhao, Wen-Sheng
Published in Microelectronics (01.05.2024)
Published in Microelectronics (01.05.2024)
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Knowledge-Based Neural Network for Multiphysical Field Modeling
Ye, Ze, Shao, Wei, Ding, Xiao, Wang, Bing-Zhong, Sun, Sheng
Published in IEEE transactions on microwave theory and techniques (01.05.2023)
Published in IEEE transactions on microwave theory and techniques (01.05.2023)
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A Scalable Knowledge-Based Neural Network Model for GaN HEMTs With Accurate Trapping and Self-Heating Effects Characterization
Li, Mengjie, Zhang, Qi-Jun, Feng, Feng, Li, Zhao, He, Tianwei, Zhong, Sheng, Ma, Kaixue
Published in IEEE transactions on microwave theory and techniques (01.09.2023)
Published in IEEE transactions on microwave theory and techniques (01.09.2023)
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Knowledge-based neural network (KBNN) modeling of HBT junction temperature and thermal resistance from electrical measurements
Iwamoto, Masaya, Jianjun Xu, Wenfan Zhou, Root, David E.
Published in 2017 IEEE MTT-S International Microwave Symposium (IMS) (01.06.2017)
Published in 2017 IEEE MTT-S International Microwave Symposium (IMS) (01.06.2017)
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DB-KBNN based Approach for PSIJ Analysis with a Comparative Study of Energy Models
Javaid, Ahsan, Achar, Ramachandra, Tripathi, Jai Narayan
Published in IEEE International Symposium on Electromagnetic Compatibility (EMC) (05.08.2024)
Published in IEEE International Symposium on Electromagnetic Compatibility (EMC) (05.08.2024)
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Knowledge-Based Extrapolation of Neural Network Model for Transistor Modeling
Cui, Jinyuan, Zhang, Lei, Kabir, Humayun, Zhao, Zhihao, Sweeney, Rick, Zhang, Qi-Jun
Published in IEEE microwave and wireless technology letters (Print) (01.06.2025)
Published in IEEE microwave and wireless technology letters (Print) (01.06.2025)
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Knowledge-Based Neural Networks for Fast Design Space Exploration of Hybrid Copper-Graphene On-Chip Interconnect Networks
Kumar, Rahul, Narayan, S. S. Likith, Kumar, Somesh, Roy, Sourajeet, Kaushik, Brajesh, Achar, Ramachandra, Sharma, Rohit
Published in IEEE transactions on electromagnetic compatibility (01.02.2022)
Published in IEEE transactions on electromagnetic compatibility (01.02.2022)
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Knowledge-Based Neural Network Model for FPGA Logical Architecture Development
Liu, Qiang, Gao, Ming, Zhang, Qijun
Published in IEEE transactions on very large scale integration (VLSI) systems (01.02.2016)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.02.2016)
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Accuracy Improvement of Energy Prediction for Solar-Energy-Powered Embedded Systems
Liu, Qiang, Zhang, Qi-Jun
Published in IEEE transactions on very large scale integration (VLSI) systems (01.06.2016)
Published in IEEE transactions on very large scale integration (VLSI) systems (01.06.2016)
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A Hybrid GRU-KBNN based Approach for Estimating Jitter in a Chain of CMOS Inverters
Javaid, Ahsan, Achar, Ramachandra, Tripathi, Jai Narayan
Published in Electrical Design of Advanced Packaging and Systems Symposium (17.12.2024)
Published in Electrical Design of Advanced Packaging and Systems Symposium (17.12.2024)
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Modeling and optimization of microwave filter by ADS‐based KBNN
Chen, Yi, Tian, Yubo, Le, Mingjun
Published in International journal of RF and microwave computer-aided engineering (01.02.2017)
Published in International journal of RF and microwave computer-aided engineering (01.02.2017)
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PSIJ Transfer Function Response Prediction via NARNET and KBNNs
Javaid, Ahsan, Achar, Ramachandra
Published in IEEE ... International New Circuits and Systems Conference (Online) (26.06.2023)
Published in IEEE ... International New Circuits and Systems Conference (Online) (26.06.2023)
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Optimisation of reflection coefficient of microstrip antennas based on KBNN exploiting GPR model
Chen, Yi, Tian, Yu-Bo, Qiang, Zhe, Xu, Lan
Published in IET microwaves, antennas & propagation (28.03.2018)
Published in IET microwaves, antennas & propagation (28.03.2018)
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Efficient Estimation of PSIJ via Jitter Transfer Function and Knowledge-based Neural Networks
Javaid, Ahsan, Achar, Ramachandra, Tripathi, Jai Narayan
Published in IEEE Workshop on Signal and Power Integrity (Online) (07.05.2023)
Published in IEEE Workshop on Signal and Power Integrity (Online) (07.05.2023)
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Knowledge‐based neural network with Bayesian optimization for efficient nonlinear RF device modeling
Wang, Ruijin, Su, Jiangtao, Xie, Weiyu, Lin, Zhongjie
Published in International journal of numerical modelling (01.03.2024)
Published in International journal of numerical modelling (01.03.2024)
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