Low-latency deep-reinforcement learning algorithm for ultrafast fiber lasers

Photonics for artificial intelligence and neuromorphic computing

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

Optical circular dichroism engineering in chiral metamaterials utilizing a deep learning network

(2020) Zilong Tao et al.   OPTICS LETTERS

Intelligent control of mode-locked femtosecond pulses by time-stretch-assisted real-time spectral analysis

(2020) Guoqing Pu et al.   Light-Science & Applications

Toward a self-driving ultrafast fiber laser

(2020) Fanchao Meng et al.   Light-Science & Applications

Distributed Brillouin frequency shift extraction via a convolutional neural network

(2020) Hao Wu et al.   Photonics Research

Automatic mode-locking fiber lasers: progress and perspectives

(2020) Guoqing Pu et al.   Science China-Information Sciences

Towards visible-wavelength passively mode-locked lasers in all-fibre format

(2020) Jinhai Zou et al.   Light-Science & Applications

In situ optical backpropagation training of diffractive optical neural networks

(2020) Tiankuang Zhou et al.   Photonics Research

Short-pulsed Raman fiber laser and its dynamics

(2020) Jun Liu et al.   Science China-Physics Mechanics & Astronomy

Exploiting deep learning network in optical chirality tuning and manipulation of diffractive chiral metamaterials

(2020) Zilong Tao et al.   Nanophotonics

Generation of multi-channel chaotic signals with time delay signature concealment and ultrafast photonic decision making based on globally-coupled semiconductor lasers network

(2020) Yanan Han et al.   Photonics Research

Machine learning and applications in ultrafast photonics

(2020) Goëry Genty et al.   Nature Photonics

Monte Carlo simulation fused with target distribution modelling via deep reinforcement learning for automatic high-efficient photon distribution estimation

(2020) Jianhui Ma et al.   Photonics Research

Intelligent programmable mode-locked fiber laser with a human-like algorithm

(2019) Guoqing Pu et al.   Optica

Machine learning-based pulse characterization in figure-eight mode-locked lasers

(2019) Alexey Kokhanovskiy et al.   OPTICS LETTERS

Self-starting all-fiber PM Er:laser mode locked by a biased nonlinear amplifying loop mirror

(2019) Ke Yin et al.   Chinese Physics B

Genetic Algorithm-Based Fast Real-Time Automatic Mode-Locked Fiber Laser

(2019) Guoqing Pu et al.   IEEE PHOTONICS TECHNOLOGY LETTERS

Ultrafast fiber lasers mode-locked by two-dimensional materials: review and prospect

(2019) Tian Jiang et al.   Photonics Research

Bidirectional Red-Light Passively Q-Switched All-Fiber Ring Lasers With Carbon Nanotube Saturable Absorber

(2018) Wensong Li et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Deep learning and model predictive control for self-tuning mode-locked lasers

(2018) Thomas Baumeister et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Polarization-multiplexed, dual-comb all-fiber mode-locked laser

(2018) Xin Zhao et al.   Photonics Research

Electronic initiation and optimization of nonlinear polarization evolution mode-locking in a fiber laser

(2017) David G. Winters et al.   OPTICS EXPRESS

Genetic algorithm-based control of birefringent filtering for self-tuning, self-pulsing fiber lasers

(2017) R. I. Woodward et al.   OPTICS LETTERS

Toward an autosetting mode-locked fiber laser cavity

(2016) U. Andral et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS

Towards ‘smart lasers’: self-optimisation of an ultrafast pulse source using a genetic algorithm

(2016) R. I. Woodward et al.   Scientific Reports

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Intelligent Systems for Stabilizing Mode-Locked Lasers and Frequency Combs: Machine Learning and Equation-Free Control Paradigms for Self-Tuning Optics

(2015) J. Nathan Kutz et al.   Nanophotonics

Fiber laser mode locked through an evolutionary algorithm

(2015) U. Andral et al.   Optica

Self-Tuning Fiber Lasers

(2014) Steven L. Brunton et al.   IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Classification of birefringence in mode-locked fiber lasers using machine learning and sparse representation

(2014) Xing Fu et al.   OPTICS EXPRESS

Extremum-Seeking Control of a Mode-Locked Laser

(2013) Steven L. Brunton et al.   IEEE JOURNAL OF QUANTUM ELECTRONICS

Nanotube and graphene saturable absorbers for fibre lasers

(2013) Amos Martinez et al.   Nature Photonics

High-energy mode-locked fiber lasers using multiple transmission filters and a genetic algorithm

(2013) Xing Fu et al.   OPTICS EXPRESS

Versatile multi-wavelength ultrafast fiber laser mode-locked by carbon nanotubes

(2013) Xueming Liu et al.   Scientific Reports

Electronic control of nonlinear-polarization-rotation mode locking in Yb-doped fiber lasers

(2012) Xuling Shen et al.   OPTICS LETTERS

Automated characterization and alignment of passively mode-locked fiber lasers based on nonlinear polarization rotation

(2010) T. Hellwig et al.   APPLIED PHYSICS B-LASERS AND OPTICS