Deep learning with coherent nanophotonic circuits

Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional Neural Networks

(2017) Yu-Hsin Chen et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

Hybrid computing using a neural network with dynamic external memory

(2016) Alex Graves et al.   NATURE

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

(2016) David Silver et al.   NATURE

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

Recent progress in semiconductor excitable lasers for photonic spike processing

(2016) Paul R. Prucnal et al.   Advances in Optics and Photonics

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Single-chip microprocessor that communicates directly using light

(2015) Chen Sun et al.   NATURE

Integrated all-photonic non-volatile multi-level memory

(2015) Carlos Ríos et al.   Nature Photonics

Optically reconfigurable metasurfaces and photonic devices based on phase change materials

(2015) Qian Wang et al.   Nature Photonics

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Perfect optics with imperfect components

(2015) David A. B. Miller   Optica

Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing

(2014) Alexander N. Tait et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Efficient, compact and low loss thermo-optic phase shifter in silicon

(2014) Nicholas C. Harris et al.   OPTICS EXPRESS

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

In-Plane Optical Absorption and Free Carrier Absorption in Graphene-on-Silicon Waveguides

(2013) Zhenzhou Cheng et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Photonic Floquet topological insulators

(2013) Mikael C. Rechtsman et al.   NATURE

Large-scale nanophotonic phased array

(2013) Jie Sun et al.   NATURE

Zero-bias 40Gbit/s germanium waveguide photodetector on silicon

(2012) Laurent Vivien et al.   OPTICS EXPRESS

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

(2012) L. Larger et al.   OPTICS EXPRESS

Information processing using a single dynamical node as complex system

(2011) L. Appeltant et al.   Nature Communications

Monolayer graphene as a saturable absorber in a mode-locked laser

(2010) Qiaoliang Bao et al.   Nano Research

Sub-femtojoule all-optical switching using a photonic-crystal nanocavity

(2010) Kengo Nozaki et al.   Nature Photonics

Artificial neural networks in hardware: A survey of two decades of progress

(2010) Janardan Misra et al.   NEUROCOMPUTING

Robust optimization with simulated annealing

(2009) Dimitris Bertsimas et al.   JOURNAL OF GLOBAL OPTIMIZATION

Low loss etchless silicon photonic waveguides

(2009) Jaime Cardenas et al.   OPTICS EXPRESS