171 citations · 299 across the 8 of their papers we have counts for
8 papers
Physical Computing at the Data Processing Inequality Limit
Yuhang Zheng, Yang Zhao, Xiuting Zou +6
Wave-physics-based intelligent sensing has driven multidisciplinary applications from smart industries to decision-making systems. Traditional sensing paradigms transform physical…
High-resolution and reliable automatic target recognition based on photonic ISAR imaging system with explainable deep learning
Xiuting Zou, Anyi Deng, Yiheng Hu +4
Automatic target recognition (ATR) based on inverse synthetic aperture radar (ISAR) images, which is extensively utilized to surveil environment in military and civil fields, must…
High-order tensor flow processing using integrated photonic circuits
Shaofu Xu, Jing Wang, Sicheng Yi +1
Tensor analytics lays mathematical basis for the prosperous promotion of multiway signal processing. To increase computing throughput, mainstream processors transform tensor convol…
Optical coherent dot-product chip for sophisticated deep learning regression
Shaofu Xu, Jing Wang, Haowen Shu +6
Optical implementations of neural networks (ONNs) herald the next-generation high-speed and energy-efficient deep learning computing by harnessing the technical advantages of large…
Hardware-irrelevant parallel processing system
Xiuting Zou, Shaofu Xu, Anyi Deng +2
Parallel processing technology has been a primary tool for achieving high-speed, high-accuracy, and broadband processing for many years across modern information systems and data p…
Performance evaluation of an integrated photonic convolutional neural network based on delay buffering and wavelength division multiplexing
Shaofu Xu, Jing Wang, Weiwen Zou
Photonic technologies have shown a promising way to build high-speed and high-energy-efficiency neural network accelerators. In previously presented photonic neural networks, archi…
Deep learning scheme for recovery of broadband microwave photonic receiving systems in transceivers without expert knowledge and system priors
Shaofu Xu, Rui Wang, Jianping Chen +2
In regular microwave photonic (MWP) receiving systems, broadband signals are processed in the analog domain before they are transformed to the digital domain for further processing…
Analog-to-digital conversion revolutionized by deep learning
Shaofu Xu, Xiuting Zou, Bowen Ma +3
As the bridge between the analog world and digital computers, analog-to-digital converters are generally used in modern information systems such as radar, surveillance, and communi…