Results 11 to 20 of about 526,533 (222)

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

E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction [PDF]

arXiv
Pre-routing slack prediction remains a critical area of research in Electronic Design Automation (EDA). Despite numerous machine learning-based approaches targeting this task, there is still a lack of a truly end-to-end framework that engineers can use to obtain TNS/WNS metrics from raw circuit data at the placement stage.
Saurabh Bodhe, Zhanguang Zhang, Atia Hamidizadeh, Shixiong Kai, Yingxue Zhang, Mingxuan Yuan   +5 more
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

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

Optimizing bend loss in optical waveguide channel routing on photonic integrated circuits

Journal of Computational Electronics, 2022
Silicon photonics (Si-photonics) has been established as a potential technology that integrates both electronic and optical circuits on single integrated circuits (ICs) in order to satisfy the increasing demand for high speed and low power in the ...
Sumit Sharma, Sudip Roy
semanticscholar   +1 more source

Single electron routing in a silicon quantum-dot array [PDF]

, 2023
The ability to transport single electrons on a quantum dot array dramatically increases the freedom in designing quantum computation schemes that can be implemented on solid-state devices. So far, however, routing schemes to precisely control the transport paths of single electrons have yet to be established.
arxiv   +1 more source

A critical analysis of research potential, challenges and future directives in industrial wireless sensor networks [PDF]

, 2018
In recent years, Industrial Wireless Sensor Networks (IWSNs) have emerged as an important research theme with applications spanning a wide range of industries including automation, monitoring, process control, feedback systems and automotive.
Aslam, Nauman, Cao, Yue, Hussain, Sajjad, Khan, Noor Muhammad, Le-Minh, Hoa, Raza, Mohsin   +5 more
core   +1 more source

High performance algorithms for large scale placement problem [PDF]

, 2015
Placement is one of the most important problems in electronic design automation (EDA). An inferior placement solution will not only affect the chip’s performance but might also make it nonmanufacturable by producing excessive wirelength, which is beyond ...
Lin, Tao
core   +3 more sources

Boolean Satisfiability in Electronic Design Automation [PDF]

, 2000
Boolean Satisfiability (SAT) is often used as the underlying model for a significant and increasing number of applications in Electronic Design Automation (EDA) as well as in many other fields of Computer Science and Engineering. In recent years, new and
Marques-Silva, J. P., Sakallah, K. A.
core   +3 more sources