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 and Applied Science > Electronics and Computer Science > EEE |
| Item ID: | 264618 |
| Date Deposited: | 03 Oct 2007 |
| Last Modified: | 01 Mar 2012 11:32 |
| Contributors: | Ren, Xianqiang (Author) Kazmierski, Tom (Author) |
| Date: | 2005 |
| Additional Information: | Event Dates: 2005.09.27 - 2005.09.30 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/264618 |
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