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Volumn 52, Issue 1 II, 2004, Pages 436-449

Neural-network approaches to electromagnetic-based modeling of passive components and their applications to high-frequency and high-speed nonlinear circuit optimization

Author keywords

Electromagnetic (EM); Embedded passives; Modeling; Neural networks; Optimization; Simulation

Indexed keywords

AMPLIFIERS (ELECTRONIC); COMPUTER AIDED DESIGN; COMPUTER SIMULATION; EQUIVALENT CIRCUITS; FREQUENCY DOMAIN ANALYSIS; INTERCONNECTION NETWORKS; NEURAL NETWORKS; NONLINEAR NETWORKS; OPTIMIZATION; PRINTED CIRCUIT BOARDS; STATE SPACE METHODS; TIME DOMAIN ANALYSIS;

EID: 1242286117     PISSN: 00189480     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMTT.2003.820889     Document Type: Article
Times cited : (112)

References (29)
  • 1
    • 0036500341 scopus 로고    scopus 로고
    • Computer-aided design of RF and microwave circuits and systems
    • Mar.
    • M. B. Steer, J. W. Bandler, and C. M. Snowden, "Computer-aided design of RF and microwave circuits and systems," IEEE Trans. Microwave Theory Tech., vol. 50, pp. 996-1005, Mar. 2002.
    • (2002) IEEE Trans. Microwave Theory Tech. , vol.50 , pp. 996-1005
    • Steer, M.B.1    Bandler, J.W.2    Snowden, C.M.3
  • 2
    • 0032094825 scopus 로고    scopus 로고
    • Emerging trends in millimeter-wave CAD
    • June
    • K. C. Gupta, "Emerging trends in millimeter-wave CAD," IEEE Trans. Microwave Theory Tech., vol. 46, pp. 747-755, June 1998.
    • (1998) IEEE Trans. Microwave Theory Tech. , vol.46 , pp. 747-755
    • Gupta, K.C.1
  • 4
    • 0032641444 scopus 로고    scopus 로고
    • A review of artificial neural networks applications in microwave computer-aided design
    • P. Burrascano, S. Fiori, and M. Mongiardo, "A review of artificial neural networks applications in microwave computer-aided design," Int. J. RF Microwave Computer-Aided Eng., vol. 9, pp. 159-174, 1999.
    • (1999) Int. J. RF Microwave Computer-Aided Eng. , vol.9 , pp. 158-174
    • Burrascano, P.1    Fiori, S.2    Mongiardo, M.3
  • 6
    • 0035679940 scopus 로고    scopus 로고
    • A robust algorithm for automatic development of neural network models for microwave applications
    • Dec.
    • V. K. Devabhaktuni, M. C. E. Yagoub, and Q. J. Zhang, "A robust algorithm for automatic development of neural network models for microwave applications," IEEE Trans. Microwave Theory Tech., vol. 49, pp. 2282-2291, Dec. 2001.
    • (2001) IEEE Trans. Microwave Theory Tech. , vol.49 , pp. 2282-2291
    • Devabhaktuni, V.K.1    Yagoub, M.C.E.2    Zhang, Q.J.3
  • 8
    • 0031143157 scopus 로고    scopus 로고
    • The application of neural networks to EM-based simulation and optimization of interconnects in high-speed VLSI circuits
    • May
    • A. Veluswami, M. S. Nakhla, and Q. J. Zhang, "The application of neural networks to EM-based simulation and optimization of interconnects in high-speed VLSI circuits," IEEE Trans. Microwave Theory Tech., vol. 45, pp. 712-723, May 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , pp. 712-723
    • Veluswami, A.1    Nakhla, M.S.2    Zhang, Q.J.3
  • 9
    • 0031338936 scopus 로고    scopus 로고
    • Knowledge-based neural models for microwave design
    • Dec.
    • F. Wang and Q. J. Zhang, "Knowledge-based neural models for microwave design," IEEE Trans. Microwave Theory Tech., vol. 45, pp. 2333-2343, Dec. 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , pp. 2333-2343
    • Wang, F.1    Zhang, Q.J.2
  • 10
    • 0030393612 scopus 로고    scopus 로고
    • EM-ANN models for microstrip vias and interconnects in dataset circuits
    • Dec.
    • P. M. Watson and K. C. Gupta, "EM-ANN models for microstrip vias and interconnects in dataset circuits," IEEE Trans. Microwave Theory Tech., vol. 44, pp. 2495-2503, Dec. 1996.
    • (1996) IEEE Trans. Microwave Theory Tech. , vol.44 , pp. 2495-2503
    • Watson, P.M.1    Gupta, K.C.2
  • 11
    • 0031385920 scopus 로고    scopus 로고
    • Design and optimization of CPW circuits using EM-ANN models for CPW components
    • Dec.
    • ____, "Design and optimization of CPW circuits using EM-ANN models for CPW components," IEEE Trans. Microwave Theory Tech., vol. 45, pp. 2515-2523, Dec. 1997.
    • (1997) IEEE Trans. Microwave Theory Tech. , vol.45 , pp. 2515-2523
    • Watson, P.M.1    Gupta, K.C.2
  • 13
    • 0029322064 scopus 로고
    • A neural network modeling approach to circuit optimization and statistical design
    • June
    • A. H. Zaabab, Q. J. Zhang, and M. S. Nakhla, "A neural network modeling approach to circuit optimization and statistical design," IEEE Trans. Microwave Theory Tech., vol. 43, pp. 1349-1358, June 1995.
    • (1995) IEEE Trans. Microwave Theory Tech. , vol.43 , pp. 1349-1358
    • Zaabab, A.H.1    Zhang, Q.J.2    Nakhla, M.S.3
  • 14
    • 0032641446 scopus 로고    scopus 로고
    • Applications of knowledge-based artificial neural network modeling to microwave components
    • P. M. Watson, K. C. Gupta, and R. L. Mahajan, "Applications of knowledge-based artificial neural network modeling to microwave components," Int. J. RF Microwave Computer-Aided Eng., vol. 9, pp. 254-260, 1999.
    • (1999) Int. J. RF Microwave Computer-Aided Eng. , vol.9 , pp. 254-260
    • Watson, P.M.1    Gupta, K.C.2    Mahajan, R.L.3
  • 15
    • 0028419959 scopus 로고
    • Sensitivity analysis of lossy coupled transmission lines with nonlinear terminations
    • Apr.
    • S. Lum, M. Nakhla, and Q. J. Zhang, "Sensitivity analysis of lossy coupled transmission lines with nonlinear terminations," IEEE Trans. Microwave Theory Tech., vol. 42, pp. 607-615, Apr. 1994.
    • (1994) IEEE Trans. Microwave Theory Tech. , vol.42 , pp. 607-615
    • Lum, S.1    Nakhla, M.2    Zhang, Q.J.3
  • 17
    • 0026888791 scopus 로고
    • Minimization of delay and crosstalk in high-speed VLSI interconnects
    • July
    • Q. J. Zhang, S. Lum, and M. S. Nakhla, "Minimization of delay and crosstalk in high-speed VLSI interconnects," IEEE Trans. Microwave Theory Tech., vol. 40, pp. 1555-1563, July 1992.
    • (1992) IEEE Trans. Microwave Theory Tech. , vol.40 , pp. 1555-1563
    • Zhang, Q.J.1    Lum, S.2    Nakhla, M.S.3
  • 21
    • 0023961709 scopus 로고
    • State of the art and present trends in nonlinear microwave CAD techniques
    • Feb.
    • V. Rizzoli and A. Neri, "State of the art and present trends in nonlinear microwave CAD techniques," IEEE Trans. Microwave Theory Tech., vol. 36, pp. 343-365, Feb. 1988.
    • (1988) IEEE Trans. Microwave Theory Tech. , vol.36 , pp. 343-365
    • Rizzoli, V.1    Neri, A.2
  • 25
    • 0033333105 scopus 로고    scopus 로고
    • Frequency response characteristics of reference plane effective inductance and resistance
    • May
    • X. Xie and J. L. Prince, "Frequency response characteristics of reference plane effective inductance and resistance," IEEE Trans. Adv. Packag., vol. 22, pp. 221-229, May 1999.
    • (1999) IEEE Trans. Adv. Packag. , vol.22 , pp. 221-229
    • Xie, X.1    Prince, J.L.2
  • 26
    • 0028497642 scopus 로고
    • Efficient modeling of power planes in computer packages using the finite difference time domain method
    • Sept.
    • R. Mittra, S. Chebolu, and W. D. Becker, "Efficient modeling of power planes in computer packages using the finite difference time domain method," IEEE Trans. Microwave Theory Tech., vol. 42, pp. 1791-1795 Sept. 1994.
    • (1994) IEEE Trans. Microwave Theory Tech. , vol.42 , pp. 1791-1795
    • Mittra, R.1    Chebolu, S.2    Becker, W.D.3
  • 27
    • 84897535232 scopus 로고    scopus 로고
    • EM based optimization of microwave circuits by neural models and their application to power distribution and decoupling optimization
    • London, U.K.
    • B. Chattaraj, M. C. E. Yagoub, X. Ding, and Q. J. Zhang, "EM based optimization of microwave circuits by neural models and their application to power distribution and decoupling optimization," in Proc. Eur. Microwave Conf., vol. 2, London, U.K., 2001, pp. 125-128.
    • (2001) Proc. Eur. Microwave Conf. , vol.2 , pp. 125-128
    • Chattaraj, B.1    Yagoub, M.C.E.2    Ding, X.3    Zhang, Q.J.4
  • 28
    • 0001827020 scopus 로고    scopus 로고
    • Accurate high speed empirically based predictive modeling of deeply embedded gridded parallel plate capacitors fabricated in a multilayer LTCC process
    • Feb.
    • R. Poddar and M. A. Brooke, "Accurate high speed empirically based predictive modeling of deeply embedded gridded parallel plate capacitors fabricated in a multilayer LTCC process," IEEE Trans. Comput., Packag., Manufact. Technol., vol. 22, pp. 26-31, Feb. 1999.
    • (1999) IEEE Trans. Comput., Packag., Manufact. Technol. , vol.22 , pp. 26-31
    • Poddar, R.1    Brooke, M.A.2
  • 29
    • 0001095016 scopus 로고    scopus 로고
    • Development of model libraries for embedded passives using network synthesis
    • Apr.
    • K. L. Choi and M. Swaminathan,' "Development of model libraries for embedded passives using network synthesis," IEEE Trans. Circuits Syst., vol. 47, pp. 249-260, Apr. 2000.
    • (2000) IEEE Trans. Circuits Syst. , vol.47 , pp. 249-260
    • Choi, K.L.1    Swaminathan, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.