Results 211 to 220 of about 56,046 (255)

Deep Representation Learning for Electronic Design Automation

arXiv.org
Representation learning has become an effective technique utilized by electronic design automation (EDA) algorithms, which leverage the natural representation of workflow elements as images, grids, and graphs.
Pratik Shrestha, Saran Phatharodom, Alec Aversa, David Blankenship, Zhengfeng Wu, Ioannis Savidis   +5 more
semanticscholar   +1 more source

Path-Based Pre-Routing Timing Prediction for Modern Very Large-Scale Integration Designs

IEEE International Symposium on Quality Electronic Design, 2022
Timing closure is crucial to successful very large-scale integration designs. In the physical design stage, designers must iterate their design to develop a layout that can resolve timing violations, which is relatively time consuming.
Li-Wei Chen, Yao-Nien Sui, Tai-Cheng Lee, Yih-Lang Li, M. Chao, I. Tsai, Tai-Wei Kung, En-Cheng Liu, Yun-Chih Chang   +8 more
semanticscholar   +1 more source

Toward intelligent electronic-photonic design automation for large-scale photonic integrated circuits: from device inverse design to physical layout generation

Optical Engineering + Applications
Photonic Integrated Circuits (PICs) offer tremendous advantages in bandwidth, parallelism, and energy efficiency, making them essential for emerging applications in artificial intelligence (AI), high-performance computing (HPC), sensing, and ...
Hongjian Zhou, Pingchuan Ma, Jiaqi Gu
semanticscholar   +1 more source

Effective Routing Probability Maps via Convolutional Neural Networks for Analog IC Layout Automation

International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design
The use of electronic design automation methodologies for analog integrated circuit routing has long presented a challenge due to both layout-dependent and intra/inter-net effects that impact performance.
Diogo Peneda, Filipe Azevedo, N. Lourenço, N. Horta, R. Martins   +4 more
semanticscholar   +1 more source

AI-Optimized Placement and Routing for PCB Design

2024 Ninth International Conference on Science Technology Engineering and Mathematics (ICONSTEM)
Rapid electronic device development requires more complicated and densely packed PCB designs. These systems need properly placed and connected electrical components for best performance and reliability.
P. Sathyaraj, S. Arulkumar, A. Ajina, Kedir Beshir, L. Umasankar, A. N. Arularasan   +5 more
semanticscholar   +1 more source

A Reinforcement Learning-Based Framework for Solving Physical Design Routing Problem in the Absence of Large Test Sets

Workshop on Machine Learning for CAD, 2019
Advances in Electronic Design Automation(EDA) methods have made the designers and programmers to search for new ways to solve the complex problems seen in today’s Very Large Scale Integration circuits.
Upma Gandhi, Ismail Bustany, W. Swartz, L. Behjat   +3 more
semanticscholar   +1 more source

InstantGR: Scalable GPU Parallelization for Global Routing

International Conference on Computer Aided Design
Global routing plays a crucial role in electronic design automation (EDA), serving not only as a means of optimizing routing but also as a tool for estimating routability in earlier stages such as logic synthesis and physical planning.
Shiju Lin, Liang Xiao, Jinwei Liu, Evangeline F. Y. Young   +3 more
semanticscholar   +1 more source

Automated Curvy Waveguide Routing for Large-Scale Photonic Integrated Circuits

arXiv.org
As photonic integrated circuit (PIC) designs advance and grow in complexity, largely driven by innovations in photonic computing and interconnects, traditional manual physical design processes have become increasingly cumbersome.
Hongjian Zhou, Keren Zhu, Jiaqi Gu
semanticscholar   +1 more source

Routing Generative Pre-Trained Transformers for Printed Circuit Board

2024 2nd International Symposium of Electronics Design Automation (ISEDA)
In recent years, the growing integration density of electronic devices has presented significant challenges for Printed Circuit Boards (PCBs), with routing emerging as a particularly intricate and labor-intensive task.
Hao Wang, Jun Tu, Shenglong Bai, Jie Zheng, Weikang Qian, Jienan Chen   +5 more
semanticscholar   +1 more source

Advancing VLSI Routing Algorithms through Machine Learning Techniques

2024 International Conference on Emerging Research in Computational Science (ICERCS)
Routing is a fundamental step in the design of very large-scale integration (VLSI) circuits, which influences the efficiency, performance, and reliability of modern electronic devices.
V. E, Suganya. S, A. R, I. M, Ambika. B, S. K   +5 more
semanticscholar   +1 more source