1.4k citations · 2.7k across the 15 of their papers we have counts for
15 papers
Digital Modeling on Large Kernel Metamaterial Neural Network
Quan Liu, Hanyu Zheng, Brandon T. Swartz +5
Deep neural networks (DNNs) utilized recently are physically deployed with computational units (e.g., CPUs and GPUs). Such a design might lead to a heavy computational burden, sign…
Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision
Hanyu Zheng, Quan Liu, Ivan I. Kravchenko +3
Rapid developments in machine vision have led to advances in a variety of industries, from medical image analysis to autonomous systems. These achievements, however, typically nece…
Nanoscale optical nonreciprocity with nonlinear metasurfaces
Aditya Tripathi, Chibuzor Fabian Ugwu, Viktar S. Asadchy +6
Optical nonreciprocity is manifested as a difference in the transmission of light for the opposite directions of excitation. Nonreciprocal optics is traditionally realized with rel…
Meta-optic Accelerators for Object Classifiers
Hanyu Zheng, Quan Liu, You Zhou +3
Rapid advances in deep learning have led to paradigm shifts in a number of fields, from medical image analysis to autonomous systems. These advances, however, have resulted in digi…
Incoherent Optoelectronic Differentiation with Optimized Multilayer Films
Xiaomeng Zhang, Benfeng Bai, Hong-Bo Sun +2
Fourier-based optical computing operations, such as spatial differentiation, have recently been realized in compact form factors using flat optics. Experimental demonstrations, how…
All-Dielectric Meta-optics for High-Efficiency Independent Amplitude and Phase Manipulation
Brian O. Raeker, Hanyu Zheng, You Zhou +3
Metasurfaces, composed of subwavelength scattering elements, have demonstrated remarkable control over the transmitted amplitude, phase, and polarization of light. However, manipul…