Far-Field Subwavelength Acoustic Imaging by Deep Learning

Pixel super-resolution for lens-free holographic microscopy using deep learning neural networks

(2019) Zhenxiang Luo et al.   OPTICS EXPRESS

Roadmap on superoscillations

(2019) Michael Berry et al.   Journal of Optics

Learned Integrated Sensing Pipeline: Reconfigurable Metasurface Transceivers as Trainable Physical Layer in an Artificial Neural Network

(2019) Philipp Hougne et al.   Advanced Science

Wave physics as an analog recurrent neural network

(2019) Tyler W. Hughes et al.   Science Advances

Convolutional neural network for bio-medical image segmentation with hardware acceleration

(2018) M. Vardhana et al.   Cognitive Systems Research

Opportunities and obstacles for deep learning in biology and medicine

(2018) Travers Ching et al.   Journal of the Royal Society Interface

Machine Learning Topological Invariants with Neural Networks

(2018) Pengfei Zhang et al.   PHYSICAL REVIEW LETTERS

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Learning to see through multimode fibers

(2018) Navid Borhani et al.   Optica

Super-resolution microscopy demystified

(2018) Lothar Schermelleh et al.   NATURE CELL BIOLOGY

Deep learning enables cross-modality super-resolution in fluorescence microscopy

(2018) Hongda Wang et al.   NATURE METHODS

Deep Convolutional Neural Network for Inverse Problems in Imaging

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

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

Quantum Loop Topography for Machine Learning

(2017) Yi Zhang et al.   PHYSICAL REVIEW LETTERS

Crystalline metamaterials for topological properties at subwavelength scales

(2017) Simon Yves et al.   Nature Communications

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Spatiotemporal Wave Front Shaping in a Microwave Cavity

(2016) Philipp del Hougne et al.   PHYSICAL REVIEW LETTERS

Breaking the diffraction limit of light-sheet fluorescence microscopy by RESOLFT

(2016) Patrick Hoyer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Negative refractive index and acoustic superlens from multiple scattering in single negative metamaterials

(2015) Nadège Kaina et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Time-Driven Superoscillations with Negative Refraction

(2015) M. Dubois et al.   PHYSICAL REVIEW LETTERS

Wave-Field Shaping in Cavities: Waves Trapped in a Box with Controllable Boundaries

(2015) Matthieu Dupré et al.   PHYSICAL REVIEW LETTERS

Learning approach to optical tomography

(2015) Ulugbek S. Kamilov et al.   Optica

Far-field subwavelength imaging with near-field resonant metalens scanning at microwave frequencies

(2015) Ren Wang et al.   Scientific Reports

Negative Refraction and Energy Funneling by Hyperbolic Materials: An Experimental Demonstration in Acoustics

(2014) Victor M. García-Chocano et al.   PHYSICAL REVIEW LETTERS

Sub-wavelength focusing meta-lens

(2013) Tapashree Roy et al.   OPTICS EXPRESS

Optical super-oscillations: sub-wavelength light focusing and super-resolution imaging

(2013) Edward T F Rogers et al.   Journal of Optics

A super-oscillatory lens optical microscope for subwavelength imaging

(2012) Edward T. F. Rogers et al.   NATURE MATERIALS

Wave propagation control at the deep subwavelength scale in metamaterials

(2012) Fabrice Lemoult et al.   Nature Physics

Counting single photoactivatable fluorescent molecules by photoactivated localization microscopy (PALM)

(2012) S.-H. Lee et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hyperlenses and metalenses for far-field super-resolution imaging

(2012) Dylan Lu et al.   Nature Communications

A polychromatic approach to far-field superlensing at visible wavelengths

(2012) Fabrice Lemoult et al.   Nature Communications

Far-field sub-wavelength imaging and focusing using a wire medium based resonant metalens

(2011) Fabrice Lemoult et al.   Waves in Random and Complex Media

Resonant Metalenses for Breaking the Diffraction Barrier

(2010) Fabrice Lemoult et al.   PHYSICAL REVIEW LETTERS

Super-Resolution without Evanescent Waves

(2009) Fu Min Huang et al.   NANO LETTERS

Experimental demonstration of an acoustic magnifying hyperlens

(2009) Jensen Li et al.   NATURE MATERIALS