[HTML][HTML] A survey on evolutionary computation for complex continuous optimization
Complex continuous optimization problems widely exist nowadays due to the fast
development of the economy and society. Moreover, the technologies like Internet of things …
development of the economy and society. Moreover, the technologies like Internet of things …
Review of the research landscape of multi-criteria evaluation and benchmarking processes for many-objective optimization methods: coherent taxonomy, challenges …
RT Mohammed, R Yaakob, AA Zaidan… - … Journal of Information …, 2020 - World Scientific
Evaluation and benchmarking of many-objective optimization (MaOO) methods are
complicated. The rapid development of new optimization algorithms for solving problems …
complicated. The rapid development of new optimization algorithms for solving problems …
[HTML][HTML] On the sizing of CMOS operational amplifiers by applying many-objective optimization algorithms
MA Valencia-Ponce, E Tlelo-Cuautle, LG de la Fraga - Electronics, 2021 - mdpi.com
In CMOS integrated circuit (IC) design, operational amplifiers are one of the most useful
active devices to enhance applications in analog signal processing, signal conditioning and …
active devices to enhance applications in analog signal processing, signal conditioning and …
Locomobo: A local constrained multiobjective bayesian optimization for analog circuit sizing
K Touloupas, PP Sotiriadis - IEEE Transactions on Computer …, 2021 - ieeexplore.ieee.org
A local constrained multiobjective Bayesian optimization (LoCoMOBO) method is introduced
to address automatic sizing and tradeoff exploration for analog and RF integrated circuits …
to address automatic sizing and tradeoff exploration for analog and RF integrated circuits …
Overview of artificial neural networks
JPS Rosa, DJD Guerra, NCG Horta… - Using artificial neural …, 2020 - Springer
This chapter starts with a review of modern machine learning (ML) techniques. Advantages
and disadvantages of several ML methods taking into account its application to the …
and disadvantages of several ML methods taking into account its application to the …
Design of a 4.2-to-5.1 GHz ultralow-power complementary class-B/C hybrid-mode VCO in 65-nm CMOS fully supported by EDA tools
Optimal voltage-controlled oscillator (VCO) design for ultralow-power (ULP) radios has to
fulfill simultaneously multiple requirements such as frequency tuning range, phase noise …
fulfill simultaneously multiple requirements such as frequency tuning range, phase noise …
[HTML][HTML] Sizing CMOS amplifiers by PSO and MOL to improve DC operating point conditions
E Tlelo-Cuautle, MA Valencia-Ponce, LG de la Fraga - Electronics, 2020 - mdpi.com
The sizes of the metal-oxide-semiconductor (MOS) transistors in an operational amplifier
must guarantee strong direct current operating point (DCOP) conditions. This paper shows …
must guarantee strong direct current operating point (DCOP) conditions. This paper shows …
In-depth design space exploration of 26.5-to-29.5-GHz 65-nm CMOS low-noise amplifiers for low-footprint-and-power 5G communications using one-and-two-step …
Low-noise amplifiers (LNAs) play a significant role in modern millimeter-wave (mmWave)
integrated circuits for fifth-generation (5G) communications systems. However, the proper …
integrated circuits for fifth-generation (5G) communications systems. However, the proper …
[HTML][HTML] Mixed-Variable Bayesian Optimization for Analog Circuit Sizing through Device Representation Learning
K Touloupas, PP Sotiriadis - Electronics, 2022 - mdpi.com
In this work, a deep representation learning method is proposed to build continuous-valued
representations of individual integrated circuit (IC) devices. These representations are used …
representations of individual integrated circuit (IC) devices. These representations are used …
Mixed-variable bayesian optimization for analog circuit sizing using variational autoencoders
K Touloupas, PP Sotiriadis - 2022 18th International …, 2022 - ieeexplore.ieee.org
Bayesian Optimization (BO) has recently gained popularity within the context of automatic
sizing of analog and Radio-Frequency (RF) Integrated Circuits (ICs). However, its reliance …
sizing of analog and Radio-Frequency (RF) Integrated Circuits (ICs). However, its reliance …