11 TOPS photonic convolutional accelerator for optical neural networks

Fully hardware-implemented memristor convolutional neural network

(2020) Peng Yao et al.   NATURE

Photonic Perceptron Based on a Kerr Microcomb for High‐Speed, Scalable, Optical Neural Networks

(2020) Xingyuan Xu et al.   Laser & Photonics Reviews

Quantum optical microcombs

(2019) Michael Kues et al.   Nature Photonics

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Low-Loss Si3N4 TriPleX Optical Waveguides: Technology and Applications Overview

(2018) Chris G. H. Roeloffzen et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Equivalent-accuracy accelerated neural-network training using analogue memory

(2018) Stefano Ambrogio et al.   NATURE

DNA methylation-based classification of central nervous system tumours

(2018) David Capper et al.   NATURE

Micro-combs: A novel generation of optical sources

(2018) Alessia Pasquazi et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

An optical-frequency synthesizer using integrated photonics

(2018) Daryl T. Spencer et al.   NATURE

Integrated lithium niobate electro-optic modulators operating at CMOS-compatible voltages

(2018) Cheng Wang et al.   NATURE

Dissipative Kerr solitons in optical microresonators

(2018) Tobias J. Kippenberg et al.   SCIENCE

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

Battery-operated integrated frequency comb generator

(2018) Brian Stern et al.   NATURE

Attojoule Optoelectronics for Low-Energy Information Processing and Communications

(2017) David A. B. Miller   JOURNAL OF LIGHTWAVE TECHNOLOGY

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Microresonator-based solitons for massively parallel coherent optical communications

(2017) Pablo Marin-Palomo et al.   NATURE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Soliton crystals in Kerr resonators

(2017) Daniel C. Cole et al.   Nature Photonics

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

Integrated line-by-line optical pulse shaper for high-fidelity and rapidly reconfigurable RF-filtering

(2016) Andrew J. Metcalf et al.   OPTICS EXPRESS

Convolutional networks for fast, energy-efficient neuromorphic computing

(2016) Steven K. Esser et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Demonstration of WDM weighted addition for principal component analysis

(2015) Alexander N. Tait et al.   OPTICS EXPRESS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

New CMOS-compatible platforms based on silicon nitride and Hydex for nonlinear optics

(2013) David J. Moss et al.   Nature Photonics

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

(2013) Daniel Brunner et al.   Nature Communications

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Tunable Optical Frequency Comb with a Crystalline Whispering Gallery Mode Resonator

(2008) Anatoliy A. Savchenkov et al.   PHYSICAL REVIEW LETTERS