A silicon photonic–electronic neural network for fibre nonlinearity compensation

Photonics for artificial intelligence and neuromorphic computing

(2021) Bhavin J. Shastri et al.   Nature Photonics

Real-time machine learning based fiber-induced nonlinearity compensation in energy-efficient coherent optical networks

(2020) Elias Giacoumidis et al.   APL Photonics

Demonstration of scalable microring weight bank control for large-scale photonic integrated circuits

(2020) Chaoran Huang et al.   APL Photonics

On-Chip Programmable Nonlinear Optical Signal Processor and Its Applications

(2020) Chaoran Huang et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Machine Learning With Neuromorphic Photonics

(2019) Thomas Ferreira de Lima et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

An Optical Communication's Perspective on Machine Learning and Its Applications

(2019) Faisal Nadeem Khan et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

All-optical spiking neurosynaptic networks with self-learning capabilities

(2019) J. Feldmann et al.   NATURE

Femtofarad optoelectronic integration demonstrating energy-saving signal conversion and nonlinear functions

(2019) Kengo Nozaki et al.   Nature Photonics

Field and lab experimental demonstration of nonlinear impairment compensation using neural networks

(2019) Shaoliang Zhang et al.   Nature Communications

Silicon Photonic Modulator Neuron

(2019) Alexander N. Tait et al.   Physical Review Applied

All-optical neural network with nonlinear activation functions

(2019) Ying Zuo et al.   Optica

Noise Analysis of Photonic Modulator Neurons

(2019) Thomas Ferreira de Lima 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

Reinforcement learning in a large-scale photonic recurrent neural network

(2018) J. Bueno et al.   Optica

Feedback control for microring weight banks

(2018) Alexander N. Tait et al.   OPTICS EXPRESS

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

Neuromorphic photonic networks using silicon photonic weight banks

(2017) Alexander N. Tait et al.   Scientific Reports

Design Tradeoffs and Challenges in Practical Coherent Optical Transceiver Implementations

(2016) Damian A. Morero et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Machine Learning Techniques in Optical Communication

(2016) Darko Zibar et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Photonic Packaging: Transforming Silicon Photonic Integrated Circuits into Photonic Devices

(2016) Lee Carroll et al.   Applied Sciences-Basel

Reconfigurable semiconductor laser networks based on diffractive coupling

(2015) Daniel Brunner et al.   OPTICS LETTERS

Photonic chip-based optical frequency comb using soliton Cherenkov radiation

(2015) V. Brasch et al.   SCIENCE

Digital Fiber Nonlinearity Compensation: Toward 1-Tb/s transport

(2014) Liang B. Du et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

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

Experimental demonstration of reservoir computing on a silicon photonics chip

(2014) Kristof Vandoorne et al.   Nature Communications

Large-scale nanophotonic phased array

(2013) Jie Sun et al.   NATURE

Accurate post-fabrication trimming of ultra-compact resonators on silicon

(2013) Amir H. Atabaki et al.   OPTICS EXPRESS

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

(2013) Daniel Brunner et al.   Nature Communications

Multiplier-Free Intrachannel Nonlinearity Compensating Algorithm Operating at Symbol Rate

(2011) Zhenning Tao et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Capacity Limits of Optical Fiber Networks

(2010) René-Jean Essiambre et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Signal feature recognition based on lightwave neuromorphic signal processing

(2010) Mable P. Fok et al.   OPTICS LETTERS

Fast Model Predictive Control Using Online Optimization

(2009) Yang Wang et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation

(2009) Ezra Ip et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY