In situ optical backpropagation training of diffractive optical neural networks

Probing 10 μK stability and residual drifts in the cross-polarized dual-mode stabilization of single-crystal ultrahigh-Q optical resonators

(2019) Jinkang Lim et al.   Light-Science & Applications

Photonic In-Memory Computing Primitive for Spiking Neural Networks Using Phase-Change Materials

(2019) Indranil Chakraborty et al.   Physical Review Applied

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Roadmap on all-optical processing

(2019) Paolo Minzioni et al.   Journal of Optics

Large-Scale Optical Neural Networks Based on Photoelectric Multiplication

(2019) Ryan Hamerly et al.   Physical Review X

Optical complex media as universal reconfigurable linear operators

(2019) Maxime W. Matthès et al.   Optica

Towards artificial general intelligence with hybrid Tianjic chip architecture

(2019) Jing Pei et al.   NATURE

Fourier-space Diffractive Deep Neural Network

(2019) Tao Yan et al.   PHYSICAL REVIEW LETTERS

Reconfigurable Photonic Circuit for Controlled Power Delivery to Laser-Driven Accelerators on a Chip

(2019) Tyler W. Hughes et al.   Physical Review Applied

On the use of deep learning for computational imaging

(2019) George Barbastathis et al.   Optica

Nanophotonic media for artificial neural inference

(2019) Erfan Khoram et al.   Photonics Research

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Reinforcement learning in a large-scale photonic recurrent neural network

(2018) J. Bueno et al.   Optica

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification

(2018) Julie Chang et al.   Scientific Reports

Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media

(2018) Yunzhe Li et al.   Optica

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Engineering Optics 2.0: A Revolution in Optical Materials, Devices, and Systems

(2018) Xiangang Luo   ACS Photonics

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Controlled inhibition of spiking dynamics in VCSELs for neuromorphic photonics: theory and experiments

(2017) Joshua Robertson et al.   OPTICS LETTERS

High-Speed Photonic Reservoir Computing Using a Time-Delay-Based Architecture: Million Words per Second Classification

(2017) Laurent Larger et al.   Physical Review X

Advances in photonic reservoir computing

(2017) Guy Van der Sande et al.   Nanophotonics

Superconducting Optoelectronic Circuits for Neuromorphic Computing

(2017) Jeffrey M. Shainline et al.   Physical Review Applied

DiffuserCam: lensless single-exposure 3D imaging

(2017) Nick Antipa et al.   Optica

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

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Analog optical computing

(2015) Daniel R. Solli et al.   Nature Photonics

Trainable hardware for dynamical computing using error backpropagation through physical media

(2015) Michiel Hermans et al.   Nature Communications

Optoelectronic Systems Trained With Backpropagation Through Time

(2015) Michiel Hermans et al.   IEEE Transactions on Neural Networks and Learning Systems

Encoding complex fields by using a phase-only optical element

(2014) Omel Mendoza-Yero et al.   OPTICS LETTERS

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Scaling Energy Per Operation via an Asynchronous Pipeline

(2012) Bo Marr et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Controlling waves in space and time for imaging and focusing in complex media

(2012) Allard P. Mosk et al.   Nature Photonics

Photonic neural networks

(2012) Damien Woods et al.   Nature Physics