Applications of artificial intelligence on the modeling and optimization for analog and mixed-signal circuits: A review
Recently, there have been many studies attempting to take advantage of advancements in
Artificial Intelligence (AI) in Analog and Mixed-Signal (AMS) circuit design. Automated circuit …
Artificial Intelligence (AI) in Analog and Mixed-Signal (AMS) circuit design. Automated circuit …
An artificial neural network assisted optimization system for analog design space exploration
Y Li, Y Wang, Y Li, R Zhou, Z Lin - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article presents a new analog circuit optimization system for automated sizing of analog
integrated circuits. It consists of a genetic algorithm (GA)-based global optimization engine …
integrated circuits. It consists of a genetic algorithm (GA)-based global optimization engine …
An efficient analog circuit sizing method based on machine learning assisted global optimization
Machine learning-assisted global optimization methods for speeding up analog integrated
circuit sizing is attracting much attention. However, often a few typical analog integrated …
circuit sizing is attracting much attention. However, often a few typical analog integrated …
Learning to design circuits
Analog IC design relies on human experts to search for parameters that satisfy circuit
specifications with their experience and intuitions, which is highly labor intensive, time …
specifications with their experience and intuitions, which is highly labor intensive, time …
Analog circuit sizing via swarm intelligence
RA Vural, T Yildirim - AEU-International journal of electronics and …, 2012 - Elsevier
Together with the increase in electronic circuit complexity, the design and optimization
processes have to be automated with high accuracy. Predicting and improving the design …
processes have to be automated with high accuracy. Predicting and improving the design …
CMOS analog amplifier circuits design using seeker optimization algorithm
This article proposes an area optimized design approach for two different analogue VLSI
circuits: current mirror load based CMOS differential amplifier circuit and CMOS two-stage …
circuits: current mirror load based CMOS differential amplifier circuit and CMOS two-stage …
Efficient and accurate statistical analog yield optimization and variation-aware circuit sizing based on computational intelligence techniques
In nanometer complementary metal-oxide-semiconductor technologies, worst-case design
methods and response-surface-based yield optimization methods face challenges in …
methods and response-surface-based yield optimization methods face challenges in …
Gaspad: A general and efficient mm-wave integrated circuit synthesis method based on surrogate model assisted evolutionary algorithm
B Liu, D Zhao, P Reynaert… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The design and optimization (both sizing and layout) of mm-wave integrated circuits (ICs)
have attracted much attention due to the growing demand in industry. However, available …
have attracted much attention due to the growing demand in industry. However, available …
Optimal sizing of CMOS analog circuits using gravitational search algorithm with particle swarm optimization
In this paper, a hybrid population based meta-heuristic search algorithm named as
gravitational search algorithm (GSA) combined with particle swarm optimization (PSO)(GSA …
gravitational search algorithm (GSA) combined with particle swarm optimization (PSO)(GSA …
Synthesis of integrated passive components for high-frequency RF ICs based on evolutionary computation and machine learning techniques
B Liu, D Zhao, P Reynaert… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
State-of-the-art synthesis methods for microwave passive components suffer from the
following drawbacks. They either have good efficiency but highly depend on the accuracy of …
following drawbacks. They either have good efficiency but highly depend on the accuracy of …