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A comparative analysis of traditional and AI-based routing algorithms in electronic design automation [PDF]

Applied and Computational Engineering, 2023
Rapid advances in artificial intelligence (AI) and machine learning have had a significant impact on various fields, including electronic design automation (EDA). This study aims to compare current EDA routing algorithms with AI-based routing algorithms, highlighting their respective advantages and limitations.
Zheyi Shen
semanticscholar   +3 more sources

A Hybrid Josephson Transmission Line and Passive Transmission Line Routing Framework for Single Flux Quantum Logic [PDF]

IEEE transactions on applied superconductivity, 2022
The Single Flux Quantum (SFQ) logic family is a novel digital logic as it provides ultra-fast and energy-efficient circuits. For large-scale SFQ circuit design, specialized electronic design automation (EDA) tools are required due to the differences in logic type, timing constraints and circuit architecture, in contrast to the CMOS logic.
Shucheng Yang, Xiaoping Gao, Ruoting Yang, Jie Ren, Zhen Wang   +4 more
arxiv   +3 more sources

Automated Curvy Waveguide Routing for Large-Scale Photonic Integrated Circuits [PDF]

arXiv
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. Available PIC layout automation tools are mostly schematic-driven, which has not alleviated the burden of manual waveguide ...
Hongjian Zhou, Keren Zhu, Jiaqi Gu
arxiv   +2 more sources

Survey of Machine Learning for Electronic Design Automation

ACM Great Lakes Symposium on VLSI, 2022
An increase in demand for semiconductor ICs, recent advancements in machine learning, and the slowing down of Moore's law have all contributed to the increased interest in using Machine Learning (ML) to enhance Electronic Design Automation (EDA) and ...
Kevin Immanuel Gubbi, Sayed Aresh Beheshti-Shirazi, T. Sheaves, Soheil Salehi, Sai Manoj Pudukotai Dinakarrao, S. Rafatirad, Avesta Sasan, H. Homayoun   +7 more
semanticscholar   +1 more source

Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion

IEEE Access, 2023
Considering the complex nature of branch pipes, which typically exhibit one-to-many characteristics, a transformation is implemented to facilitate one-to-one pipe routing.
Haicheng Shen, Shiyu Liu
doaj   +1 more source

Interactive Visualization of the Printed Circuits Tracing Algorithms for Educational Purposes

Цифровая трансформация, 2023
A software module that allows interactive demonstration of maze routing algorithms for tracing printed conductors, which, during their operation, use a grid representation of a discrete working space of a printed circuit board has been developed.
D. O. Petrov
doaj   +1 more source

Monolithic 3D Semiconductor Footprint Scaling Exploration Based on VFET Standard Cell Layout Methodology, Design Flow, and EDA Platform

IEEE Access, 2022
Continued scaling in accordance with Moore’s law is becoming increasingly difficult. Pitch shrinkage and standard cell height reduction via design technology co-optimization with design rules have sustained this scaling until recently. However, we
Chung-Kuan Cheng, Chia-Tung Ho, Daeyeal Lee, Bill Lin   +3 more
doaj   +1 more source

CRP2.0: A Fast and Robust Cooperation between Routing and Placement in Advanced Technology Nodes

ACM Trans. Design Autom. Electr. Syst., 2023
Traditionally, the placement and routing stages of a physical design are performed separately. Because of the additional complexities arising in advanced technology nodes, they have become more interdependent.
Erfan Aghaeekiasaraee, Aysa Fakheri Tabrizi, T. Fontana, R. Netto, S. Almeida, Upma Gandhi, José Luís Almada Güntzel, D. Westwick, L. Behjat   +8 more
semanticscholar   +1 more source

FanoutNet: A Neuralized PCB Fanout Automation Method Using Deep Reinforcement Learning

AAAI Conference on Artificial Intelligence, 2023
In modern electronic manufacturing processes, multi-layer Printed Circuit Board (PCB) routing requires connecting more than hundreds of nets with perplexing topology under complex routing constraints and highly limited resources, so that takes intense ...
Haiyun Li, Jixin Zhang, Ning Xu, Mingyu Liu   +3 more
semanticscholar   +1 more source

VLSI Circuit Optimization for 8051 MCU

International Journal of Technology, 2018
With the aid of Electronic Design Automation tools, we perform circuit optimization on the 8051 microcontroller. The original 8051 microcontroller operates at a clock frequency 12 MHz, and it was designed based on 3.5-µm process technology.
Kim Ho Yeap, Kang Wei Thee, Koon Chun Lai, Humaira Nisar, K. Chandrasekaran Krishnan   +4 more
doaj   +1 more source