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Data-driven RRAM device models using Kriging interpolation
A two-tier Kriging interpolation approach is proposed to model jump tables for resistive
switches. Originally developed for mining and geostatistics, its locality of the calculation …
switches. Originally developed for mining and geostatistics, its locality of the calculation …
Two-step RF IC block synthesis with preoptimized inductors and full layout generation in-the-loop
In this paper, an analysis of the methodologies proposed in the past years to automate the
synthesis of radio-frequency (RF) integrated circuit blocks is presented. In the light of this …
synthesis of radio-frequency (RF) integrated circuit blocks is presented. In the light of this …
A two-step surrogate modeling strategy for single-objective and multi-objective optimization of radiofrequency circuits
The knowledge-intensive radiofrequency circuit design and the scarce design automation
support play against the increasingly stringent time-to-market demands. Optimization …
support play against the increasingly stringent time-to-market demands. Optimization …
Radio-frequency inductor synthesis using evolutionary computation and Gaussian-process surrogate modeling
In recent years, the application of evolutionary computation techniques to electronic circuit
design problems, ranging from digital to analog and radiofrequency circuits, has received …
design problems, ranging from digital to analog and radiofrequency circuits, has received …
An RBF-PSO technique for the rapid optimization of (CMOS) analog circuits
This work focuses on the use of the substitution modeling techniques and their combination
with metaheuristics for the rapid optimal sizing of (not only) CMOS analog circuits. The case …
with metaheuristics for the rapid optimal sizing of (not only) CMOS analog circuits. The case …
Enhanced systematic design of a voltage controlled oscillator using a two-step optimization methodology
In this paper a design strategy based on bottom-up design methodologies is used in order to
systematically design a voltage controlled oscillator. The methodology uses two computer …
systematically design a voltage controlled oscillator. The methodology uses two computer …
An inductor modeling and optimization toolbox for RF circuit design
This paper describes the SIDe-O toolbox and the support it can provide to the radio-
frequency designer. SIDe-O is a computer-aided design toolbox developed for the design of …
frequency designer. SIDe-O is a computer-aided design toolbox developed for the design of …
A comparison of automated RF circuit design methodologies: Online versus offline passive component design
In this paper, surrogate modeling techniques are applied for passive component modeling.
These techniques are exploited to develop and compare two alternative strategies for …
These techniques are exploited to develop and compare two alternative strategies for …
Kriging metamodeling-assisted multi-objective optimization of CMOS current conveyors
In this brief, we deal with the generation of the Pareto front for multi-objective analog circuit
sizing optimization. The main idea of the proposed work consists of using metamodels of the …
sizing optimization. The main idea of the proposed work consists of using metamodels of the …
Surrogate modeling of high-frequency electronic circuits
This chapter focuses on applying surrogate models in a low noise amplifier (LNA), which is
one of the main building blocks of modern communication circuits. In microelectronics …
one of the main building blocks of modern communication circuits. In microelectronics …