Orthogonality of diffractive deep neural network

Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network

(2021) Changming Wu et al.   Nature Communications

Terahertz pulse shaping using diffractive surfaces

(2021) Muhammed Veli et al.   Nature Communications

Spectrally encoded single-pixel machine vision using diffractive networks

(2021) Jingxi Li et al.   Science Advances

Optical Random Phase Dropout in Diffractive Deep Neural Network

(2021) Yong-Liang Xiao et al.   OPTICS LETTERS

Orbital angular momentum mode logical operation using optical diffractive neural network

(2021) Shuqing Chen et al.   Photonics Research

Computer-Free, All-Optical Reconstruction of Holograms Using Diffractive Networks

(2021) Md Sadman Sakib Rahman et al.   ACS Photonics

Multiple-image encryption and hiding with an optical diffractive neural network

(2020) Yang Gao et al.   OPTICS COMMUNICATIONS

Residual D2NN: training diffractive deep neural networks via learnable light shortcuts

(2020) Hongkun Dou et al.   OPTICS LETTERS

Performing optical logic operations by a diffractive neural network

(2020) Chao Qian et al.   Light-Science & Applications

Accelerating recurrent Ising machines in photonic integrated circuits

(2020) Mihika Prabhu et al.   Optica

In situ optical backpropagation training of diffractive optical neural networks

(2020) Tiankuang Zhou et al.   Photonics Research

Inference in artificial intelligence with deep optics and photonics

(2020) Gordon Wetzstein et al.   NATURE

In-memory computing on a photonic platform

(2019) Carlos Ríos et al.   Science Advances

Fourier-space Diffractive Deep Neural Network

(2019) Tao Yan et al.   PHYSICAL REVIEW LETTERS

Integrated Coherent Ising Machines Based on Self-Phase Modulation in Microring Resonators

(2019) Nikolas Tezak et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Optical computing

(2017) Joe Touch et al.   Nanophotonics

Coherent Ising machines—optical neural networks operating at the quantum limit

(2017) Yoshihisa Yamamoto et al.   npj Quantum Information

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Network of time-multiplexed optical parametric oscillators as a coherent Ising machine

(2014) Alireza Marandi et al.   Nature Photonics

Coherent Ising machine based on degenerate optical parametric oscillators

(2014) Zhe Wang et al.   PHYSICAL REVIEW A

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

All-optical reservoir computing

(2012) François Duport et al.   OPTICS EXPRESS

Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing

(2012) L. Larger et al.   OPTICS EXPRESS

On-chip CMOS-compatible optical signal processor

(2012) Lin Yang et al.   OPTICS EXPRESS

Photonic Nonlinear Transient Computing with Multiple-Delay Wavelength Dynamics

(2012) Romain Martinenghi et al.   PHYSICAL REVIEW LETTERS

Why future supercomputing requires optics

(2010) H. John Caulfield et al.   Nature Photonics

Toward optical signal processing using Photonic Reservoir Computing

(2008) Kristof Vandoorne et al.   OPTICS EXPRESS