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. At Forum on specification and design languages, Lausanne, Switzerland, --- 2005.

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Description/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.

Item Type: Conference or Workshop Item (Speech)
Additional Information: Event Dates: 2005.09.27 - 2005.09.30
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > EEE
ePrint ID: 264618
Date Deposited: 03 Oct 2007
Last Modified: 27 Mar 2014 20:09
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/264618

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