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Photonic machine learning with on-chip diffractive optics

Nature communications, 2023-01, Vol.14 (1), p.70-10, Article 70

2023

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Implicit Adaptive Moment Estimation Method for On-Chip Metasurface Design and Optimization

IEEE photonics technology letters, 2024-10, Vol.36 (20), p.1233-1236

2024

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On-chip photonic diffractive optical neural network based on a spatial domain electromagnetic propagation model

Optics express, 2021-09, Vol.29 (20), p.31924-31940

2021

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Electro-Optical Neural Networks Based on Time-Stretch Method

IEEE journal of selected topics in quantum electronics, 2020-01, Vol.26 (1), p.1-10

2020

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Principle-Driven Fiber Transmission Model Based on PINN Neural Network

Journal of lightwave technology, 2022-01, Vol.40 (2), p.404-414

2022

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Data-driven fiber model based on the deep neural network with multi-head attention mechanism

Optics express, 2022-12, Vol.30 (26), p.46626-46648

2022

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Multi-Span Long-Haul Fiber Transmission Model Based on Cascaded Neural Networks With Multi-Head Attention Mechanism

Journal of lightwave technology, 2022-10, Vol.40 (19), p.6347-6358

2022

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Optoelectronic convolutional neural networks based on time-stretch method

Science China. Information sciences, 2021-02, Vol.64 (2), p.122401, Article 122401

2021

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Fiber communication receiver models based on the multi-head attention mechanism

Chinese optics letters, 2023-03, Vol.21 (3), p.30602

2023

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Advances and Challenges of Optical Neural Networks

Zhōngguó jīguāng, 2020, Vol.47 (5), p.500004

2020

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Classification and Recognition of Fiber Optic Vibration Sensing Signals Based on Wavelet Packet Decomposition and 1D-CNN Algorithm

2023 21st International Conference on Optical Communications and Networks (ICOCN), 2023, p.1-3

2023

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High Accuracy Non Ambiguity ToF Lidar System Based on Pseudo-Random Noise Code and Phase Detection Method

2019 Optical Fiber Communications Conference and Exhibition (OFC), 2019, p.1-3

2019

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Universal Fiber Models based on PINN Neural Network

2020 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC), 2020, p.1-3

2020

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Feature Sensing and Robotic Grasping of Objects with Uncertain Information: A Review

Sensors (Basel, Switzerland), 2020-07, Vol.20 (13), p.3707

2020

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A Hierarchical Motion Planning Method for Mobile Manipulator

Sensors (Basel, Switzerland), 2023-08, Vol.23 (15), p.6952

2023

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Investigating potential auxiliary anaerobic digestion activity of phage under polyvinyl chloride microplastic stress

Journal of hazardous materials, 2024-12, Vol.480, p.135950, Article 135950

2024

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Research on Theory and a Performance Analysis of an Innovative Rehabilitation Robot

Sensors (Basel, Switzerland), 2022-05, Vol.22 (10), p.3929

2022

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Near-infrared photoactivatable control of Ca2+ signaling and optogenetic immunomodulation

eLife, 2015-12, Vol.4

2015

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Joint Calibration Method for Robot Measurement Systems

Sensors (Basel, Switzerland), 2023-08, Vol.23 (17), p.7447

2023

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A Task-Learning Strategy for Robotic Assembly Tasks from Human Demonstrations

Sensors (Basel, Switzerland), 2020-09, Vol.20 (19), p.5505

2020

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CFIMon: Detecting violation of control flow integrity using performance counters

IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2012), 2012, p.1-12

2012

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Epoxy resin microencapsulated by complex coacervation as physical-chemical synergetic lost circulation control material

Energy (Oxford), 2024-04, Vol.293, p.130630, Article 130630

2024

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Parameter estimation and object gripping based on fingertip force/torque sensors

Measurement : journal of the International Measurement Confederation, 2021-07, Vol.179, p.109479, Article 109479

2021

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Influence of the Downwash Wind Field of Plant Protection UAV on Droplet Deposition Distribution Characteristics at Different Flight Heights

Agronomy (Basel), 2021-12, Vol.11 (12), p.2399

2021

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Preparation and characterization of phase change microcapsules for improving the applicable temperature and stability of high temperature resistant drilling fluids

Chemical engineering research & design, 2024-01, Vol.201, p.389-398

2024

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Photonic machine learning with on-chip diffractive optics

Implicit Adaptive Moment Estimation Method for On-Chip Metasurface Design and Optimization

On-chip photonic diffractive optical neural network based on a spatial domain electromagnetic propagation model

Electro-Optical Neural Networks Based on Time-Stretch Method

Principle-Driven Fiber Transmission Model Based on PINN Neural Network

Data-driven fiber model based on the deep neural network with multi-head attention mechanism

Multi-Span Long-Haul Fiber Transmission Model Based on Cascaded Neural Networks With Multi-Head Attention Mechanism

Optoelectronic convolutional neural networks based on time-stretch method

Fiber communication receiver models based on the multi-head attention mechanism

Advances and Challenges of Optical Neural Networks

Classification and Recognition of Fiber Optic Vibration Sensing Signals Based on Wavelet Packet Decomposition and 1D-CNN Algorithm

High Accuracy Non Ambiguity ToF Lidar System Based on Pseudo-Random Noise Code and Phase Detection Method

Universal Fiber Models based on PINN Neural Network

Feature Sensing and Robotic Grasping of Objects with Uncertain Information: A Review

A Hierarchical Motion Planning Method for Mobile Manipulator

Investigating potential auxiliary anaerobic digestion activity of phage under polyvinyl chloride microplastic stress

Research on Theory and a Performance Analysis of an Innovative Rehabilitation Robot

Near-infrared photoactivatable control of Ca2+ signaling and optogenetic immunomodulation

Joint Calibration Method for Robot Measurement Systems

A Task-Learning Strategy for Robotic Assembly Tasks from Human Demonstrations

CFIMon: Detecting violation of control flow integrity using performance counters

Epoxy resin microencapsulated by complex coacervation as physical-chemical synergetic lost circulation control material

Parameter estimation and object gripping based on fingertip force/torque sensors

Influence of the Downwash Wind Field of Plant Protection UAV on Droplet Deposition Distribution Characteristics at Different Flight Heights

Preparation and characterization of phase change microcapsules for improving the applicable temperature and stability of high temperature resistant drilling fluids

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