Machine-learning-aided abstraction of photonic integrated circuits in software-defined optical transport

2021 ◽  
Author(s):  
Ihtesham Khan ◽  
Lorenzo Tunesi ◽  
Maryvonne Chalony ◽  
Enrico Ghillino ◽  
Muhammad Umar Masood ◽  
...  
Keyword(s):  
Machine Learning ◽  
Integrated Circuits ◽  
Photonic Integrated Circuits ◽  
Optical Transport

scholarly journals Features of the construction of photonic integrated circuits for communication systems

2021 ◽  
Vol 2086 (1) ◽  
pp. 012163
Author(s):  
N I Popovskiy ◽  
V V Davydov ◽  
V Yu Rud
Keyword(s):  
Integrated Circuits ◽  
Integrated Circuit ◽  
Communication Systems ◽  
High Performance ◽  
Photonic Integrated Circuits ◽  
Computing Systems ◽  
Photonic Integrated Circuit ◽  
Operational Characteristics ◽  
Optical Transport ◽  
Performance Computing

Abstract The article discusses the main methods of signal processing in a coherent optical transport network based on a photonic integrated circuit to increase the speed and the onset of the terabit era in optical transport networks, cloud and high-performance computing systems. The properties and operational characteristics of the main material platforms of photonic integrated circuits and their future technological units are considered.

A Database for Counterfeit Electronics and Automatic Defect Detection Based on Image Processing and Machine Learning

2016 ◽  
Author(s):  
Navid Asadizanjani ◽  
Sachin Gattigowda ◽  
Mark Tehranipoor ◽  
Domenic Forte ◽  
Nathan Dunn
Keyword(s):  
Machine Learning ◽  
Image Processing ◽  
Integrated Circuits ◽  
Web Application ◽  
The United States ◽  
Global Market ◽  
Online Database ◽  
Ongoing Effort ◽  
Time Period ◽  
Physical Defects

Abstract Counterfeiting is an increasing concern for businesses and governments as greater numbers of counterfeit integrated circuits (IC) infiltrate the global market. There is an ongoing effort in experimental and national labs inside the United States to detect and prevent such counterfeits in the most efficient time period. However, there is still a missing piece to automatically detect and properly keep record of detected counterfeit ICs. Here, we introduce a web application database that allows users to share previous examples of counterfeits through an online database and to obtain statistics regarding the prevalence of known defects. We also investigate automated techniques based on image processing and machine learning to detect different physical defects and to determine whether or not an IC is counterfeit.

scholarly journals Wafer-scale low-loss lithium niobate photonic integrated circuits

2020 ◽  
Author(s):  
Kevin Luke ◽  
Prashanta Kharel ◽  
Christian Reimer ◽  
Lingyan He ◽  
Marko Loncar ◽  
...  
Keyword(s):  
Lithium Niobate ◽  
Integrated Circuits ◽  
Photonic Integrated Circuits ◽  
Low Loss ◽  
Wafer Scale

scholarly journals Perspectives on Advances in Quantum Dot Lasers and Integration with Si Photonic Integrated Circuits

ACS Photonics ◽  
2021 ◽  
Author(s):  
Chen Shang ◽  
Yating Wan ◽  
Jennifer Selvidge ◽  
Eamonn Hughes ◽  
Robert Herrick ◽  
...  
Keyword(s):  
Quantum Dot ◽  
Integrated Circuits ◽  
Photonic Integrated Circuits ◽  
Quantum Dot Lasers
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