Empirical model-building and response surface
Empirical model-building and response surface
An infeasible interior-point algorithm for solving primal and dual geometric programs
Mathematical Programming: Series A and B - Special issue: interior point methods in theory and practice
Proceedings of the 1998 IEEE/ACM international conference on Computer-aided design
Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design
Optimal design of a CMOS op-amp via geometric programming
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
CMOS op-amp sizing using a geometric programming formulation
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Efficient description of the design space of analog circuits
Proceedings of the 40th annual Design Automation Conference
Performance Modeling of Analog Integrated Circuits Using Least-Squares Support Vector Machines
Proceedings of the conference on Design, automation and test in Europe - Volume 1
ORACLE: optimization with recourse of analog circuits including layout extraction
Proceedings of the 41st annual Design Automation Conference
A Hybrid Approach to Nonlinear Macromodel Generation for Time-Varying Analog Circuits
Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design
Generalized Simulation-Based Posynomial Model Generation for Analog Integrated Circuits
Analog Integrated Circuits and Signal Processing
Generalized Posynomial Performance Modeling
DATE '03 Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
Proceedings of the conference on Design, Automation and Test in Europe - Volume 2
Robust analog/RF circuit design with projection-based posynomial modeling
Proceedings of the 2004 IEEE/ACM International conference on Computer-aided design
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
PAGE: parallel agile genetic exploration towards utmost performance for analog circuit design
Proceedings of the Conference on Design, Automation and Test in Europe
Proceedings of the International Conference on Computer-Aided Design
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This paper presents an new direct--fitting method to generate posynomial response surface models with arbitrary constant exponents for linear and nonlinear performance parameters of analog integrated circuits. Posynomial models enable the use of efficient geometric programming techniques for circuit sizing and optimization. The automatic generation avoids the time--consuming nature and inaccuracies of handcrafted analytic model generation. The technique is based on the fitting of posynomial model templates to numerical data from SPICE simulations. Attention is paid to estimating the relative `goodness--of--fit' of the generated models. Experimental results illustrate the significantly better accuracy of the new approach.