Importance sampled circuit learning ensembles for robust analog IC design

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InProceedings{Gao:2008:ICCAD,

• author = "Peng Gao and Trent McConaghy and Georges Gielen",
• title = "Importance sampled circuit learning ensembles for robust analog IC design",
• booktitle = "IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2008",
• year = "2008",
• pages = "396--399",
• address = "San Jose, CA, USA",
• month = "10-13 " # nov,
• keywords = "genetic algorithms, genetic programming, EHW, analogue integrated circuits, analogue-digital conversion, importance sampling, integrated circuit design, waveform generators, ISCLEs-specific library, Moore's Law, analog IC design, block topology, boosting algorithm, digital-sized circuits, flash A-D converter, importance sampling, learning ensembles, multi-topology sizing technique, sinusoidal function generator, Analog integrated circuits, Assembly, Boosting, Circuit topology, Design methodology, Monte Carlo methods, Moore's Law, Robustness, Signal generators, Software libraries",
• isbn13 = "978-1-4244-2819-9",
• URL = "http://trent.st/content/2008-ICCAD-iscles.pdf",
• DOI = "doi:10.1109/ICCAD.2008.4681604",
• size = "4 pages",
• abstract = "This paper presents ISCLEs, a novel and robust analog design method that promises to scale with Moore's Law, by doing boosting-style importance sampling on digital-sized circuits to achieve the target analog behaviour. ISCLEs consists of: (1) a boosting algorithm developed specifically for circuit assembly; (2) an ISCLEs-specific library of possible digital-sized circuit blocks; and (3) a recently-developed multi-topology sizing technique to automatically determine each block's topology and device sizes. ISCLEs is demonstrated on design of a sinusoidal function generator and a flash A/D converter, showing promise to robustly scale with shrinking process geometries.",
• notes = "also known as \cite{4681604}",

}

Genetic Programming entries for Peng Gao Trent McConaghy Georges G E Gielen

Citations