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 …
Re-thinking analog integrated circuits in digital terms: A new design concept for the IoT era
A steady trend towards the design of mostly-digital and digital-friendly analog circuits,
suitable to integration in mainstream nanoscale CMOS by a highly automated design flow …
suitable to integration in mainstream nanoscale CMOS by a highly automated design flow …
Large circuit models: opportunities and challenges
Within the electronic design automation (EDA) domain, artificial intelligence (AI)-driven
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
solutions have emerged as formidable tools, yet they typically augment rather than redefine …
The dawn of ai-native eda: Promises and challenges of large circuit models
Within the Electronic Design Automation (EDA) domain, AI-driven solutions have emerged
as formidable tools, yet they typically augment rather than redefine existing methodologies …
as formidable tools, yet they typically augment rather than redefine existing methodologies …
Automating analog constraint extraction: From heuristics to learning
Analog layout synthesis has recently received much attention to mitigate the increasing cost
of manual layout efforts. To achieve the desired performance and design specifications …
of manual layout efforts. To achieve the desired performance and design specifications …
Tag: Learning circuit spatial embedding from layouts
Analog and mixed-signal (AMS) circuit designs still rely on human design expertise.
Machine learning has been assisting circuit design automation by replacing human …
Machine learning has been assisting circuit design automation by replacing human …
Reinforcement learning guided detailed routing for custom circuits
Detailed routing is the most tedious and complex procedure in design automation and has
become a determining factor in layout automation in advanced manufacturing nodes …
become a determining factor in layout automation in advanced manufacturing nodes …
Tutorial and perspectives on MAGICAL: A silicon-proven open-source analog IC layout system
MAGICAL is an open-source system for analog and mixed-signal (AMS) circuit layout
synthesis. Using custom place-and-route and constraint extraction algorithms, MAGICAL …
synthesis. Using custom place-and-route and constraint extraction algorithms, MAGICAL …
Joint optimization of sizing and layout for AMS designs: Challenges and opportunities
Recent advances in analog device sizing algorithms show promising results on the
automatic schematic design. However, the majority of the sizing algorithms are based on …
automatic schematic design. However, the majority of the sizing algorithms are based on …
Generative-adversarial-network-guided well-aware placement for analog circuits
Generating wells for transistors is an essential challenge in analog circuit layout synthesis.
While it is closely related to analog placement, very little research has explicitly considered …
While it is closely related to analog placement, very little research has explicitly considered …