Linearly graded behavioural analogue performance models using support vector machines and VHDL-AMS

Ren, Xianqiang and Kazmierski, Tom (2005) Linearly graded behavioural analogue performance models using support vector machines and VHDL-AMS. Forum on specification and design languages, Lausanne, Switzerland.

Abstract

A concept of linearly graded statistical models for analogue performance evaluation is proposed and a suitable technique for automatic generation of analogue performance models using support vector machines is presented. The analogue system's behaviour is specified using VHDL-AMS descriptions. Practical application of the technique is demonstrated with a case study of automated analogue performance model generation for an analogue filter.

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