Machine learning for electronic design automation: A survey

G Huang, J Hu, Y He, J Liu, M Ma, Z Shen… - ACM Transactions on …, 2021 - dl.acm.org
With the down-scaling of CMOS technology, the design complexity of very large-scale
integrated is increasing. Although the application of machine learning (ML) techniques in …

Hierarchical modeling, optimization, and synthesis for system-level analog and RF designs

RA Rutenbar, GGE Gielen… - Proceedings of the …, 2007 - ieeexplore.ieee.org
The paper describes the recent state of the art in hierarchical analog synthesis, with a strong
emphasis on associated techniques for computer-aided model generation and optimization …

Radiation effects in a post-Moore world

DM Fleetwood - IEEE Transactions on Nuclear Science, 2021 - ieeexplore.ieee.org
An overview is presented of the significant influences of Moore's Law scaling on radiation
effects on microelectronics, focusing on historical trends and future needs. A number of …

System-on-chip: Reuse and integration

R Saleh, S Wilton, S Mirabbasi, A Hu… - Proceedings of the …, 2006 - ieeexplore.ieee.org
Over the past ten years, as integrated circuits became increasingly more complex and
expensive, the industry began to embrace new design and reuse methodologies that are …

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 …

Simulation-based generation of posynomial performance models for the sizing of analog integrated circuits

W Daems, G Gielen, W Sansen - IEEE Transactions on …, 2003 - ieeexplore.ieee.org
This paper presents an overview of methods to automatically generate posynomial response
surface models for the performance characteristics of analog integrated circuits based on …

A 1.8-V 6-bit 1.3-GHz flash ADC in 0.25-μm CMOS

K Uyttenhove, MSJ Steyaert - IEEE Journal of Solid-State …, 2003 - ieeexplore.ieee.org
The design and optimization of a high-speed low-voltage CMOS flash analog-to-digital
converter (ADC) are presented. The optimization procedures used during the design give …

[KNIHA][B] Analog design centering and sizing

HE Graeb - 2007 - Springer
This book represents a compendium of fundamental problem formulations of analog design
centering and sizing. It provides a differentiated knowledge about the tasks of analog design …

Extraction and use of neural network models in automated synthesis of operational amplifiers

G Wolfe, R Vemuri - … Transactions on Computer-Aided Design of …, 2003 - ieeexplore.ieee.org
Fast and accurate performance estimation methods are essential to automated synthesis of
analog circuits. Development of analog performance models is difficult due to the highly …

[KNIHA][B] Advanced model order reduction techniques in VLSI design

S Tan, L He - 2007 - books.google.com
Model order reduction (MOR) techniques reduce the complexity of VLSI designs, paving the
way to higher operating speeds and smaller feature sizes. This book presents a systematic …