Experimentally realized in situ backpropagation for deep learning in photonic neural networks

Power monitoring in a feedforward photonic network using two output detectors

(2023) Sunil Pai et al.   Nanophotonics

Experimental evaluation of digitally verifiable photonic computing for blockchain and cryptocurrency

(2023) Sunil Pai et al.   Optica

Deep physical neural networks trained with backpropagation

(2022) Logan G. Wright et al.   NATURE

Separating arbitrary free-space beams with an integrated photonic processor

(2022) Maziyar Milanizadeh et al.   Light-Science & Applications

Hybrid training of optical neural networks

(2022) James Spall et al.   Optica

Silicon photonic architecture for training deep neural networks with direct feedback alignment

(2022) Matthew J. Filipovich et al.   Optica

An optical neural chip for implementing complex-valued neural network

(2021) H. Zhang et al.   Nature Communications

End-to-end optical backpropagation for training neural networks

(2021) Xianxin Guo et al.   Photonics Research

Dual slot-mode NOEM phase shifter

(2021) Reza Baghdadi et al.   OPTICS EXPRESS

Efficient On-Chip Training of Optical Neural Networks Using Genetic Algorithm

(2021) Hui Zhang et al.   ACS Photonics

Ten-Port Unitary Optical Processor on a Silicon Photonic Chip

(2021) Rui Tang et al.   ACS Photonics

Silicon photonic microelectromechanical phase shifters for scalable programmable photonics

(2021) Pierre Edinger et al.   OPTICS LETTERS

Accelerating recurrent Ising machines in photonic integrated circuits

(2020) Mihika Prabhu et al.   Optica

Analyzing and generating multimode optical fields using self-configuring networks

(2020) David A. B. Miller   Optica

Parallel Programming of an Arbitrary Feedforward Photonic Network

(2020) Sunil Pai et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Programmable photonic circuits

(2020) Wim Bogaerts et al.   NATURE

Mixed-Signal Computing for Deep Neural Network Inference

(2020) Boris Murmann   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

Large-Scale Optical Neural Networks Based on Photoelectric Multiplication

(2019) Ryan Hamerly et al.   Physical Review X

Matrix Optimization on Universal Unitary Photonic Devices

(2019) Sunil Pai et al.   Physical Review Applied

MEMS for Photonic Integrated Circuits

(2019) Carlos Errando-Herranz et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks

(2019) Ian A. D. Williamson et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Photonic Multiply-Accumulate Operations for Neural Networks

(2019) Mitchell A. Nahmias et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Nanophotonic lithium niobate electro-optic modulators

(2018) Cheng Wang et al.   OPTICS EXPRESS

Linear programmable nanophotonic processors

(2018) Nicholas C. Harris et al.   Optica

Attojoule Optoelectronics for Low-Energy Information Processing and Communications

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

Phase-change materials for non-volatile photonic applications

(2017) M. Wuttig et al.   Nature Photonics

Deep learning with coherent nanophotonic circuits

(2017) Yichen Shen et al.   Nature Photonics

Multipurpose silicon photonics signal processor core

(2017) Daniel Pérez et al.   Nature Communications

Unscrambling light—automatically undoing strong mixing between modes

(2017) Andrea Annoni et al.   Light-Science & Applications

Sensitivity Improvement in 100 Gb/s-per-Wavelength Links Using Semiconductor Optical Amplifiers or Avalanche Photodiodes

(2016) Jose Krause Perin et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Optimal design for universal multiport interferometers

(2016) William R. Clements et al.   Optica

10-Gb/s 0.13- $\mu{\rm m}$ CMOS Inductorless Modified-RGC Transimpedance Amplifier

(2015) Mohammad Hossein Taghavi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

High-fidelity quantum state evolution in imperfect photonic integrated circuits

(2015) Jacob Mower et al.   PHYSICAL REVIEW A

Universal linear optics

(2015) J. Carolan et al.   SCIENCE

Perfect optics with imperfect components

(2015) David A. B. Miller   Optica

Non-Invasive On-Chip Light Observation by Contactless Waveguide Conductivity Monitoring

(2014) Francesco Morichetti et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Active Silicon Integrated Nanophotonics: Ferroelectric BaTiO3 Devices

(2014) Chi Xiong et al.   NANO LETTERS

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

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

Self-configuring universal linear optical component [Invited]

(2013) David A. B. Miller   Photonics Research

The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]

(2012) Li Deng   IEEE SIGNAL PROCESSING MAGAZINE

Low-power 8-bit 5-GS/s digital-to-analog converter for multi-gigabit wireless transceivers

(2012) Behnam Sedighi et al.   International Journal of Microwave and Wireless Technologies

Monolithic germanium/silicon avalanche photodiodes with 340 GHz gain–bandwidth product

(2008) Yimin Kang et al.   Nature Photonics