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Title
Photonic neuromorphic technologies in optical communications
Authors
Keywords
-
Journal
Nanophotonics
Volume -, Issue -, Pages -
Publisher
Walter de Gruyter GmbH
Online
2022-01-19
DOI
10.1515/nanoph-2021-0578
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Related references
Note: Only part of the references are listed.- Photonics for artificial intelligence and neuromorphic computing
- (2021) Bhavin J. Shastri et al. Nature Photonics
- Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout
- (2021) Chonghuai Ma et al. Scientific Reports
- Scalable reservoir computing on coherent linear photonic processor
- (2021) Mitsumasa Nakajima et al. Communications Physics
- Experimental Investigation of Optoelectronic Receiver With Reservoir Computing in Short Reach Optical Fiber Communications
- (2021) Stenio M. Ranzini et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Advanced Convolutional Neural Networks for Nonlinearity Mitigation in Long-Haul WDM Transmission Systems
- (2021) Oleg Sidelnikov et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Classification of IQ-Modulated Signals Based on Reservoir Computing With Narrowband Optoelectronic Oscillators
- (2021) Haoying Dai et al. IEEE JOURNAL OF QUANTUM ELECTRONICS
- Micro-Ring Resonator Based Photonic Reservoir Computing for PAM Equalization
- (2021) Shi Li et al. IEEE PHOTONICS TECHNOLOGY LETTERS
- Design of parallel reservoir computing by mutually-coupled semiconductor lasers with optoelectronic feedback
- (2021) Wen-Yan Liang et al. OPTICS COMMUNICATIONS
- Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation
- (2021) Stijn Sackesyn et al. OPTICS EXPRESS
- Deep neural networks using a single neuron: folded-in-time architecture using feedback-modulated delay loops
- (2021) Florian Stelzer et al. Nature Communications
- Reservoir computing based on a silicon microring and time multiplexing for binary and analog operations
- (2021) Massimo Borghi et al. Scientific Reports
- Performance Versus Complexity Study of Neural Network Equalizers in Coherent Optical Systems
- (2021) Pedro J. Freire et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- 56 GBaud PAM-4 100 Km Transmission System With Photonic Processing Schemes
- (2021) Irene Estebanez et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Microring resonators with external optical feedback for time delay reservoir computing
- (2021) Giovanni Donati et al. OPTICS EXPRESS
- Parallel information processing using a reservoir computing system based on mutually coupled semiconductor lasers
- (2020) Y. S. Hou et al. APPLIED PHYSICS B-LASERS AND OPTICS
- A Multiple-Input Multiple-Output Reservoir Computing System Subject to Optoelectronic Feedbacks and Mutual Coupling
- (2020) Xiurong Bao et al. Entropy
- Revisiting Efficient Multi-Step Nonlinearity Compensation With Machine Learning: An Experimental Demonstration
- (2020) Vinicius Oliari et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Dispersion-Managed Fiber Echo State Network Analogue With High (Including THz) Bandwidth
- (2020) Mariia Sorokina JOURNAL OF LIGHTWAVE TECHNOLOGY
- Advancing theoretical understanding and practical performance of signal processing for nonlinear optical communications through machine learning
- (2020) Qirui Fan et al. Nature Communications
- Accelerating photonic computing by bandwidth enhancement of a time-delay reservoir
- (2020) Irene Estébanez et al. Nanophotonics
- Deep time-delay reservoir computing: Dynamics and memory capacity
- (2020) Mirko Goldmann et al. CHAOS
- Using multidimensional speckle dynamics for high-speed, large-scale, parallel photonic computing
- (2020) Satoshi Sunada et al. OPTICS EXPRESS
- Opportunities for integrated photonic neural networks
- (2020) Pascal Stark et al. Nanophotonics
- Primer on silicon neuromorphic photonic processors: architecture and compiler
- (2020) Thomas Ferreira de Lima et al. Nanophotonics
- Enhanced Prediction Performance of a Neuromorphic Reservoir Computing System Using a Semiconductor Nanolaser With Double Phase Conjugate Feedbacks
- (2020) Xing Xing Guo et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- On the modeling of thermal and free carrier nonlinearities in Silicon On Insulator microring resonators
- (2020) Massimo Borghi et al. OPTICS EXPRESS
- Modulation format identification in fiber communications using single dynamical node-based photonic reservoir computing
- (2020) Qiang Cai et al. Photonics Research
- Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing
- (2020) Adonis Bogris et al. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
- Complex-Valued Neural Network Design for Mitigation of Signal Distortions in Optical Links
- (2020) Pedro J. Freire et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Fiber echo state network analogue for high-bandwidth dual-quadrature signal processing
- (2019) Mariia Sorokina et al. OPTICS EXPRESS
- An Optical Communication's Perspective on Machine Learning and Its Applications
- (2019) Faisal Nadeem Khan et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Self-Taught Anomaly Detection With Hybrid Unsupervised/Supervised Machine Learning in Optical Networks
- (2019) Xiaoliang Chen et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- All-optical spiking neurosynaptic networks with self-learning capabilities
- (2019) J. Feldmann et al. NATURE
- LSTM networks enabled nonlinear equalization in 50-Gb/s PAM-4 transmission links
- (2019) Xiaoxiao Dai et al. APPLIED OPTICS
- Experimental reservoir computing using VCSEL polarization dynamics
- (2019) Jeremy Vatin et al. OPTICS EXPRESS
- Performance optimization research of reservoir computing system based on an optical feedback semiconductor laser under electrical information injection
- (2019) DianZuo Yue et al. OPTICS EXPRESS
- 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
- Reservoir computing system with double optoelectronic feedback loops
- (2019) Yaping Chen et al. OPTICS EXPRESS
- Optoelectronic oscillators with time-delayed feedback
- (2019) Yanne K. Chembo et al. REVIEWS OF MODERN PHYSICS
- Advanced DSP for Coherent Optical Fiber Communication
- (2019) Jian Zhao et al. Applied Sciences-Basel
- Reservoir Computing Using Multiple Lasers With Feedback on a Photonic Integrated Circuit
- (2019) Chihiro Sugano et al. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
- Comparison of Photonic Reservoir Computing Systems for Fiber Transmission Equalization
- (2019) Apostolos Argyris et al. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
- Demonstrating delay-based reservoir computing using a compact photonic integrated chip
- (2019) Krishan Harkhoe et al. OPTICS EXPRESS
- All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators
- (2018) Florian Denis-Le Coarer et al. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
- Cognitive Assurance Architecture for Optical Network Fault Management
- (2018) Danish Rafique et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Artificial intelligence (AI) methods in optical networks: A comprehensive survey
- (2018) Javier Mata et al. Optical Switching and Networking
- Numerical demonstration of neuromorphic computing with photonic crystal cavities
- (2018) Floris Laporte et al. OPTICS EXPRESS
- Prediction performance of reservoir computing system based on a semiconductor laser subject to double optical feedback and optical injection
- (2018) YuShuang Hou et al. OPTICS EXPRESS
- Simultaneous recognition of two channels of optical packet headers utilizing reservoir computing subject to mutual-coupling optoelectronic feedback
- (2018) Qingchun Zhao et al. OPTIK
- Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits
- (2018) Andrew Katumba et al. Scientific Reports
- Photonic machine learning implementation for signal recovery in optical communications
- (2018) Apostolos Argyris et al. Scientific Reports
- Reinforcement learning in a large-scale photonic recurrent neural network
- (2018) J. Bueno et al. Optica
- End-to-End Deep Learning of Optical Fiber Communications
- (2018) Boris Karanov et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Machine Learning for Network Automation: Overview, Architecture, and Applications [Invited Tutorial]
- (2018) Danish Rafique et al. Journal of Optical Communications and Networking
- Enhanced performance of a reservoir computer using polarization dynamics in VCSELs
- (2018) Jeremy Vatin et al. OPTICS LETTERS
- Tutorial: Photonic neural networks in delay systems
- (2018) D. Brunner et al. JOURNAL OF APPLIED PHYSICS
- Compact reservoir computing with a photonic integrated circuit
- (2018) Kosuke Takano et al. OPTICS EXPRESS
- Modulation Format Recognition and OSNR Estimation Using CNN-Based Deep Learning
- (2017) Danshi Wang et al. IEEE PHOTONICS TECHNOLOGY LETTERS
- Reduction of Nonlinear Intersubcarrier Intermixing in Coherent Optical OFDM by a Fast Newton-Based Support Vector Machine Nonlinear Equalizer
- (2017) Elias Giacoumidis et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Machine learning under the spotlight
- (2017) Darko Zibar et al. Nature Photonics
- Deep learning with coherent nanophotonic circuits
- (2017) Yichen Shen et al. Nature Photonics
- Common-signal-induced synchronization in photonic integrated circuits and its application to secure key distribution
- (2017) Takuma Sasaki et al. OPTICS EXPRESS
- Digital signal processing for fiber nonlinearities [Invited]
- (2017) John C. Cartledge et al. OPTICS EXPRESS
- Numerical Simulation and Experiment on Optical Packet Header Recognition Utilizing Reservoir Computing Based on Optoelectronic Feedback
- (2017) Jie Qin et al. IEEE Photonics Journal
- Reservoir Computing with an Ensemble of Time-Delay Reservoirs
- (2017) Silvia Ortín et al. Cognitive Computation
- Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization
- (2017) Piotr Antonik et al. IEEE Transactions on Neural Networks and Learning Systems
- Advances in photonic reservoir computing
- (2017) Guy Van der Sande et al. Nanophotonics
- Progress in neuromorphic photonics
- (2017) Thomas Ferreira de Lima et al. Nanophotonics
- Nonlinear Fourier transform for optical data processing and transmission: advances and perspectives
- (2017) Sergei K. Turitsyn et al. Optica
- Modulation Format Identification in Coherent Receivers Using Deep Machine Learning
- (2016) Faisal Nadeem Khan et al. IEEE PHOTONICS TECHNOLOGY LETTERS
- Optical Performance Monitoring: A Review of Current and Future Technologies
- (2016) Zhenhua Dong et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Machine Learning Techniques in Optical Communication
- (2016) Darko Zibar et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Photonic integrated circuits unveil crisis-induced intermittency
- (2016) Andreas Karsaklian Dal Bosco et al. OPTICS EXPRESS
- Kramers–Kronig coherent receiver
- (2016) Antonio Mecozzi et al. Optica
- Fully analogue photonic reservoir computer
- (2016) François Duport et al. Scientific Reports
- Experimental Demonstration of Optical Signal Detection Using Nonlinear Fourier Transform
- (2015) Henning Bulow JOURNAL OF LIGHTWAVE TECHNOLOGY
- Blind modulation format identification for digital coherent receivers
- (2015) Syed Muhammad Bilal et al. OPTICS EXPRESS
- Fiber nonlinearity-induced penalty reduction in CO-OFDM by ANN-based nonlinear equalization
- (2015) Elias Giacoumidis et al. OPTICS LETTERS
- A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron
- (2015) S. Ortín et al. Scientific Reports
- Simultaneous Computation of Two Independent Tasks Using Reservoir Computing Based on a Single Photonic Nonlinear Node With Optical Feedback
- (2015) Romain Modeste Nguimdo et al. IEEE Transactions on Neural Networks and Learning Systems
- High-performance photonic reservoir computer based on a coherently driven passive cavity
- (2015) Quentin Vinckier et al. Optica
- Noise and Chaos Contributions in Fast Random Bit Sequence Generated From Broadband Optoelectronic Entropy Sources
- (2014) Xiaole Fang et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
- Information Transmission Using the Nonlinear Fourier Transform, Part III: Spectrum Modulation
- (2014) Mansoor I. Yousefi et al. IEEE TRANSACTIONS ON INFORMATION THEORY
- Information Transmission Using the Nonlinear Fourier Transform, Part II: Numerical Methods
- (2014) Mansoor I. Yousefi et al. IEEE TRANSACTIONS ON INFORMATION THEORY
- Information Transmission Using the Nonlinear Fourier Transform, Part I: Mathematical Tools
- (2014) Mansoor I Yousefi et al. IEEE TRANSACTIONS ON INFORMATION THEORY
- Blind Optical Modulation Format Identification From Physical Layer Characteristics
- (2014) Eric J. Adles et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing
- (2014) Alexander N. Tait et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Simultaneous Optical Performance Monitoring and Modulation Format/Bit-Rate Identification Using Principal Component Analysis
- (2014) Ming Chieng Tan et al. Journal of Optical Communications and Networking
- All-optical reservoir computer based on saturation of absorption
- (2014) Antoine Dejonckheere et al. OPTICS EXPRESS
- Fast physical random bit generation with photonic integrated circuits with different external cavity lengths for chaos generation
- (2014) Rie Takahashi et al. OPTICS EXPRESS
- Experimental demonstration of reservoir computing on a silicon photonics chip
- (2014) Kristof Vandoorne et al. Nature Communications
- Stokes Space-Based Optical Modulation Format Recognition for Digital Coherent Receivers
- (2013) Robert Borkowski et al. IEEE PHOTONICS TECHNOLOGY LETTERS
- Complex photonics: Dynamics and applications of delay-coupled semiconductors lasers
- (2013) Miguel C. Soriano et al. REVIEWS OF MODERN PHYSICS
- Nonparameter Nonlinear Phase Noise Mitigation by Using M-ary Support Vector Machine for Coherent Optical Systems
- (2013) Minliang Li et al. IEEE Photonics Journal
- Parallel photonic information processing at gigabyte per second data rates using transient states
- (2013) Daniel Brunner et al. Nature Communications
- All-optical reservoir computing
- (2012) François Duport et al. OPTICS EXPRESS
- Nonlinear impairment compensation using expectation maximization for dispersion managed and unmanaged PDM 16-QAM transmission
- (2012) Darko Zibar et al. OPTICS EXPRESS
- Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing
- (2012) L. Larger et al. OPTICS EXPRESS
- Mitigation of intra-channel nonlinearities using a frequency-domain Volterra series equalizer
- (2012) Fernando P. Guiomar et al. OPTICS EXPRESS
- Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks
- (2012) Faisal Nadeem Khan et al. OPTICS EXPRESS
- Optoelectronic Reservoir Computing
- (2012) Y. Paquot et al. Scientific Reports
- Parallel Reservoir Computing Using Optical Amplifiers
- (2011) K. Vandoorne et al. IEEE TRANSACTIONS ON NEURAL NETWORKS
- Optical characterization of a SCISSOR device
- (2011) Mattia Mancinelli et al. OPTICS EXPRESS
- Compensation of intra-channel nonlinear fibre impairments using simplified digital back-propagation algorithm
- (2011) Danish Rafique et al. OPTICS EXPRESS
- Information processing using a single dynamical node as complex system
- (2011) L. Appeltant et al. Nature Communications
- Chaos-on-a-chip secures data transmission in optical fiber links
- (2010) Apostolos Argyris et al. OPTICS EXPRESS
- Implementation of 140 Gb/s true random bit generator based on a chaotic photonic integrated circuit
- (2010) Apostolos Argyris et al. OPTICS EXPRESS
- Chromatic dispersion compensation in coherent transmission system using digital filters
- (2010) Tianhua Xu et al. OPTICS EXPRESS
- Improved single channel backpropagation for intra-channel fiber nonlinearity compensation in long-haul optical communication systems
- (2010) Liang B. Du et al. OPTICS EXPRESS
- Compensation of Dispersion and Nonlinear Impairments Using Digital Backpropagation
- (2009) Ezra Ip et al. JOURNAL OF LIGHTWAVE TECHNOLOGY
- Complex dynamics and synchronization of delayed-feedback nonlinear oscillators
- (2009) T. E. Murphy et al. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
- Fast physical random bit generation with chaotic semiconductor lasers
- (2008) Atsushi Uchida et al. Nature Photonics
- Ultrafast all-optical logic gate using a nonlinear optical loop mirror based multi-periodic transfer function
- (2008) Yuji Miyoshi et al. OPTICS EXPRESS
- Toward optical signal processing using Photonic Reservoir Computing
- (2008) Kristof Vandoorne et al. OPTICS EXPRESS
- Coherent detection in optical fiber systems
- (2008) Ezra Ip et al. OPTICS EXPRESS
- Photonic Integrated Device for Chaos Applications in Communications
- (2008) A. Argyris et al. PHYSICAL REVIEW LETTERS
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