Multiagent Based Reinforcement Learning (MA-RL): An Automated Designer for Complex Analog Circuits
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2024.3398554
Abstract: Despite the effort of analog circuit design automation, currently complex analog circuit design still requires extensive manual iterations, making it labor intensive and time-consuming. Recently, reinforcement learning (RL) algorithms have been demonstrated successfully for the… read more here.
Keywords: complex analog; circuit; analog circuits; multiagent ... See more keywords
An Efficient Bayesian Optimization Approach for Automated Optimization of Analog Circuits
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2017.2768826
Abstract: The computation-intensive circuit simulation makes the analog circuit sizing challenging for large-scale/complicated analog/RF circuits. A Bayesian optimization approach has been proposed recently for the optimization problems involving the evaluations of black-box functions with high computational… read more here.
Keywords: bayesian optimization; optimization; analog circuits; optimization approach ... See more keywords
Enabling ULV Fully Synthesizable Analog Circuits: The BA Cell, a Standard-Cell-Based Building Block for Analog Design
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3199250
Abstract: In this brief we propose a completely novel approach to design robust analog circuits made up only of digital CMOS gates taken from conventional standard-cell libraries. The approach exploits the topology of CMOS NOT, NOR… read more here.
Keywords: cell; analog; standard cell; inline formula ... See more keywords
Silicon Carbide Bipolar Analog Circuits for Extreme Temperature Signal Conditioning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Electron Devices"
DOI: 10.1109/ted.2019.2928484
Abstract: This paper presents functional high-temperature analog circuits in silicon carbide bipolar technology. The circuits will collectively form the analog signal conditioning block for a wireless telemetry system in an extreme environment (above 400°C). The signal… read more here.
Keywords: analog circuits; conditioning; silicon carbide; carbide bipolar ... See more keywords
BIT-Based Intermittent Fault Diagnosis of Analog Circuits by Improved Deep Forest Classifier
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3194890
Abstract: In order to reduce the high built-in test (BIT) false alarms of analog circuits caused by intermittent faults, a BIT-based intermittent fault diagnosis method for analog circuits by improved deep forest (DF) classifier is proposed.… read more here.
Keywords: intermittent faults; analog circuits; fault diagnosis; intermittent fault ... See more keywords
Overcoming Limited Fault Data: Intermittent Fault Detection in Analog Circuits via Improved GAN
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3331419
Abstract: Owing to the characteristics of intermittent faults (IFs), such as short duration and randomness in analog circuits, it is difficult to collect a sufficient amount of manually labeled fault data for training detection model. To… read more here.
Keywords: detection; analog circuits; discriminator; fault detection ... See more keywords