Ren, Xianqiang and Kazmierski, Tom
Behavioral-level performance modeling of analog and mixed-signal systems using support vector machines
At Behavioral modeling and simulation conference, United States.
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This paper presents a novel behavioral-level analog and mixed- signal (AMS) system performance modeling methodology using support vector machines (SVM). The method relies on linearly graded sub-spaces to model complex multi-dimensional performance spaces. A detailed evaluation of the method has been carried out for the purpose of potential use for AMS synthesis. The method has been applied to a complex non- ideal 2nd order Sigma-Delta modulator (SDM) and results show good accuracy of performance modeling and numerical efficiency.
Conference or Workshop Item
||Event Dates: 2006.09
|Venue - Dates:
||Behavioral modeling and simulation conference, United States, 2006-09-01
||03 Oct 2007
||17 Apr 2017 19:33
|Further Information:||Google Scholar|
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