Title :
A new modeling approach for high-speed and high-frequency circuits and systems
Author :
Wang, F. ; Devabhaktuni, V. ; Zhang, Q.J.
Author_Institution :
Dept. of Electron., Carleton Univ., Ottawa, Ont., Canada
Abstract :
A novel neural based modeling technique for high-speed/high-frequency circuits and systems has been developed. The feasibility and efficiency of neural models have been demonstrated through examples. The proposed knowledge based neural network (KBNN) combines engineering empirical knowledge with the learning power of neural networks. With the ultra fast recalling speed of neural models, it will have a significant impact on the development of interactive CAD tools
Keywords :
circuit CAD; circuit optimisation; circuit simulation; high-speed integrated circuits; integrated circuit design; multilayer perceptrons; high-frequency circuits; high-speed circuits; neural based modeling technique; Circuit simulation; Circuits and systems; Design automation; Distributed parameter circuits; Drives; Microelectronics; Neural networks; Predictive models; Testing; Training data;
Conference_Titel :
Microwave and Millimeter Wave Technology Proceedings, 1998. ICMMT '98. 1998 International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4308-5
DOI :
10.1109/ICMMT.1998.768446
