All-optical machine learning using diffractive deep neural networks

Nonlinear Metasurface Based on Giant Optical Kerr Response of Gold Quantum Wells

(2018) Yuzhe Xiao et al.   ACS Photonics

Deep Learning Enhanced Mobile-Phone Microscopy

(2018) Yair Rivenson et al.   ACS Photonics

Deep Convolutional Neural Network for Inverse Problems in Imaging

(2017) Kyong Hwan Jin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning a variational network for reconstruction of accelerated MRI data

(2017) Kerstin Hammernik et al.   MAGNETIC RESONANCE IN MEDICINE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Terahertz saturable absorbers from liquid phase exfoliation of graphite

(2017) Vezio Bianchi et al.   Nature Communications

Phase recovery and holographic image reconstruction using deep learning in neural networks

(2017) Yair Rivenson et al.   Light-Science & Applications

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Lensless Imaging and Sensing

(2016) Aydogan Ozcan et al.   Annual Review of Biomedical Engineering

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

(2016) David Silver et al.   NATURE

Metalenses at visible wavelengths: Diffraction-limited focusing and subwavelength resolution imaging

(2016) Mohammadreza Khorasaninejad et al.   SCIENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Trainable hardware for dynamical computing using error backpropagation through physical media

(2015) Michiel Hermans et al.   Nature Communications

Learning approach to optical tomography

(2015) Ulugbek S. Kamilov et al.   Optica

Flat optics with designer metasurfaces

(2014) Nanfang Yu et al.   NATURE MATERIALS

Screened poisson surface reconstruction

(2013) Michael Kazhdan et al.   ACM TRANSACTIONS ON GRAPHICS

Planar Photonics with Metasurfaces

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

Parallel photonic information processing at gigabyte per second data rates using transient states

(2013) Daniel Brunner et al.   Nature Communications

Imaging without lenses: achievements and remaining challenges of wide-field on-chip microscopy

(2012) Alon Greenbaum et al.   NATURE METHODS

Artificial Kerr-type medium using metamaterials

(2012) Xiaogang Yin et al.   OPTICS EXPRESS

Two-photon polymerization technique with sub-50 nm resolution by sub-10 fs laser pulses

(2012) Moritz Emons et al.   Optical Materials Express