Deep Learning: A Rapid and Efficient Route to Automatic Metasurface Design

Discriminative Dimensionality Reduction for Multi-Dimensional Sequences

(2018) Bing Su et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A survey on deep learning for big data

(2018) Qingchen Zhang et al.   Information Fusion

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Independent control of harmonic amplitudes and phases via a time-domain digital coding metasurface

(2018) Jun Yan Dai et al.   Light-Science & Applications

A Bandpass Frequency Selective Surface With a Low Cross-Polarization Based on Cavities With a Hybrid Boundary

(2017) Li-Li Yang et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Nonreciprocal Nongyrotropic Magnetless Metasurface

(2017) Sajjad Taravati et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction

(2017) Zhao Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

(2017) Jeff Donahue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Feature Selection Based on Structured Sparsity: A Comprehensive Study

(2017) Jie Gui et al.   IEEE Transactions on Neural Networks and Learning Systems

Metasurface Holograms for Holographic Imaging

(2017) Weiwei Wan et al.   Advanced Optical Materials

High-Efficiency Dielectric Metasurfaces for Polarization-Dependent Terahertz Wavefront Manipulation

(2017) Huifang Zhang et al.   Advanced Optical Materials

Single-pixel computational ghost imaging with helicity-dependent metasurface hologram

(2017) Hong-Chao Liu et al.   Science Advances

Symmetry-based coding method and synthesis topology optimization design of ultra-wideband polarization conversion metasurfaces

(2016) Sai Sui et al.   APPLIED PHYSICS LETTERS

A Tri-Band, Highly Selective, Bandpass FSS Using Cascaded Multilayer Loop Arrays

(2016) Mingbao Yan et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features

(2016) Kun-Hsing Yu et al.   Nature Communications

Time-Varying Metasurfaces Based on Graphene Microribbon Arrays

(2016) Zizhuo Liu et al.   ACS Photonics

Vector Vortex Beam Generation with a Single Plasmonic Metasurface

(2016) Fuyong Yue et al.   ACS Photonics

Large-Area Metasurface Perfect Absorbers from Visible to Near-Infrared

(2015) Gleb M. Akselrod et al.   ADVANCED MATERIALS

Deep learning

(2015) Yann LeCun et al.   NATURE

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

(2015) Yong Xu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Broadband Metasurfaces with Simultaneous Control of Phase and Amplitude

(2014) Lixiang Liu et al.   ADVANCED MATERIALS

Efficient flat metasurface lens for terahertz imaging

(2014) Quanlong Yang et al.   OPTICS EXPRESS

Dielectric gradient metasurface optical elements

(2014) D. Lin et al.   SCIENCE

Liquid Crystal Metamaterial Absorber Spatial Light Modulator for THz Applications

(2014) Salvatore Savo et al.   Advanced Optical Materials

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Private traits and attributes are predictable from digital records of human behavior

(2013) M. Kosinski et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

State of the art in building modelling and energy performances prediction: A review

(2013) Aurélie Foucquier et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Planar Photonics with Metasurfaces

(2013) A. V. Kildishev et al.   SCIENCE

An Overview of the Theory and Applications of Metasurfaces: The Two-Dimensional Equivalents of Metamaterials

(2012) C. L. Holloway et al.   IEEE ANTENNAS AND PROPAGATION MAGAZINE

$L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver

(2012) Zongben Xu et al.   IEEE Transactions on Neural Networks and Learning Systems

Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction

(2011) N. Yu et al.   SCIENCE