Digital Modeling on Large Kernel Metamaterial Neural Network

Digital Modeling on Large Kernel Metamaterial Neural Network

21 July 2023

Brandon T. Swartz

Jason G Valentine

Yuankai Huo

Papers citing "Digital Modeling on Large Kernel Metamaterial Neural Network"

8 / 8 papers shown

Title
Metasurface-generated large and arbitrary analog convolution kernels for accelerated machine vision Ruiqi Liang Shuai Wang Yiying Dong Liu Li Ying Kuang Bohan Zhang Yuanmu Yang 35 0 0 27 Sep 2024
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers Quan Liu Brandon T. Swartz Ivan Kravchenko Jason G Valentine Yuankai Huo 22 2 0 27 May 2024
Spatially Varying Nanophotonic Neural Networks Kaixuan Wei Xiao Li Johannes E. Froech Praneeth Chakravarthula James E. M. Whitehead Ethan Tseng A. Majumdar Felix Heide 9 11 0 07 Aug 2023
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding X. Zhang Ningning Ma Jungong Han Guiguang Ding Jian-jun Sun 136 1,548 0 11 Jan 2021
$All-Optical Machine Learning Using Diffractive Deep Neural Networks$ All-Optical Machine Learning Using Diffractive Deep Neural Networks Xing Lin Y. Rivenson N. Yardimci Muhammed Veli Mona Jarrahi Aydogan Ozcan 70 1,628 0 14 Apr 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 206 14,367 0 07 Oct 2016