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Journal Articles
- 2024
[j9]Fatemeh Charoosaei, Amin Faraji
, Sayed Alireza Sadrossadat, Ali Mirvakili, Weicong Na, Feng Feng, Qi-Jun Zhang:
High-Speed Nonlinear Circuit Macromodeling Using Hybrid-Module Clockwork Recurrent Neural Network. IEEE Trans. Circuits Syst. I Regul. Pap. 71(2): 767-780 (2024)- [j8]Amin Faraji, Sayed Alireza Sadrossadat, Jing Jin, Weicong Na, Feng Feng, Qi-Jun Zhang:
Hybrid Batch-Normalized Deep Feedforward Neural Network Incorporating Polynomial Regression for High-Dimensional Microwave Modeling. IEEE Trans. Circuits Syst. I Regul. Pap. 71(3): 1245-1258 (2024) - [j7]Saeedeh Zebhi, Sayed Alireza Sadrossadat, Weicong Na, Qi-Jun Zhang:
Macromodeling of Nonlinear High-Speed Circuits Using Novel Hybrid Bidirectional High-Order Deep Recurrent Neural Network. IEEE Trans. Circuits Syst. I Regul. Pap. 71(8): 3740-3753 (2024) - 2023
- [j6]Amin Faraji, Sayed Alireza Sadrossadat, Weicong Na, Feng Feng, Qi-Jun Zhang:
A New Macromodeling Method Based on Deep Gated Recurrent Unit Regularized With Gaussian Dropout for Nonlinear Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 70(7): 2904-2915 (2023) - 2020
- [j5]Zhihao Zhao, Feng Feng, Wei Zhang, Jianan Zhang, Jing Jin, Qi-Jun Zhang:
Parametric Modeling of EM Behavior of Microwave Components Using Combined Neural Networks and Hybrid-Based Transfer Functions. IEEE Access 8: 93922-93938 (2020) - 2011
- [j4]Murat Simsek, Qi-Jun Zhang, Humayun Kabir, Yazi Cao, Neslihan Serap Sengör:
The recent developments in microwave design. Int. J. Math. Model. Numer. Optimisation 2(2): 213-228 (2011) - 1998
- [j3]Ramachandra Achar, Michel S. Nakhla, Qi-Jun Zhang:
Full-wave analysis of high-speed interconnects using complex frequency hopping. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 17(10): 997-1016 (1998) - 1994
- [j2]Nelson Liu, Michel S. Nakhla, Qi-Jun Zhang:
Time domain sensitivity of high-speed VLSI interconnects. Int. J. Circuit Theory Appl. 22(6): 479-511 (1994) - [j1]Sanjay L. Manney, Michel S. Nakhla, Qi-Jun Zhang:
Analysis of nonuniform, frequency-dependent high-speed interconnects using numerical inversion of Laplace transform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 13(12): 1513-1525 (1994)
Conference and Workshop Papers
- 2022
- [c15]Jinyuan Cui, Qi-Jun Zhang:
Neural Network-based Methods for Microwave Active Device Modeling. BCICTS 2022: 25-28 - 2010
- [c14]Murat Simsek, Qi-Jun Zhang, Humayun Kabir, Yazi Cao, Neslihan Serap Sengör:
The recent developments in knowledge based neural modeling. ICCS 2010: 1321-1330 - 2008
- [c13]Hiroshi Ninomiya, Qi-Jun Zhang:
Particle with ability of local search swarm optimization: PALSO for training of feedforward neural networks. IJCNN 2008: 3009-3014 - 1999
- [c12]Changgeng Xi, Fang Wang, Vijaya Kumar Devabhaktuni, Qi-Jun Zhang:
Huber optimization of neural networks: a robust training method [microwave modeling]. IJCNN 1999: 1639-1642 - 1997
- [c11]Fang Wang, Qi-Jun Zhang:
Incorporating functional knowledge into neural networks. ICNN 1997: 266-269 - 1996
- [c10]Guowu Zheng, Qi-Jun Zhang, Michel S. Nakhla, Ramachandra Achar:
An efficient approach for moment-matching simulation of linear subnetworks with measured or tabulated data. ICCAD 1996: 20-23 - [c9]Fang Wang, Qi-Jun Zhang:
An adaptive and fully sparse training approach for multilayer perceptrons. ICNN 1996: 102-107 - 1995
- [c8]Qi-Jun Zhang, Fang Wang, Michel S. Nakhla:
A high-order temporal neural network for word recognition. ICASSP 1995: 3343-3346 - [c7]Ramachandra Achar, Michel S. Nakhla, Qi-Jun Zhang:
Addressing high frequency effects in VLSI interconnects with full wave model and CFH. ICCAD 1995: 53-56 - [c6]A. Hafid Zaabab, Qi-Jun Zhang, Michel S. Nakhla:
Application of neural networks in circuit analysis. ICNN 1995: 423-426 - [c5]Fang Wang, Qi-Jun Zhang:
A sparse matrix approach to neural network training. ICNN 1995: 2743-2747 - 1994
- [c4]Qi-Jun Zhang, Michel S. Nakhla:
Signal Integrity Analysis and Optimization of VLSI Interconnects using Neural Network Models. ISCAS 1994: 459-462 - 1993
- [c3]J. Richard Griffith, Qi-Jun Zhang, Michel S. Nakhla:
Parallel Time Domain Analysis and Optimization of Distributed VLSI Interconnects. ISCAS 1993: 1543-1546 - [c2]J. Richard Griffith, Qi-Jun Zhang, Michel S. Nakhla:
Parallel Time Domain Analysis and Optimization of High-Speed VLSI Interconnects. PPSC 1993: 225-227 - 1992
- [c1]Sanjay L. Manney, Michel S. Nakhla, Qi-Jun Zhang:
Time domain analysis of nonuniform frequency dependent high-speed interconnects. ICCAD 1992: 449-453
Coauthor Index
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