BetaCitation Atlas

RESEARCH PAPER · Optica · 2019

All-optical neural network with nonlinear activation functions

Ying Zuo, Bohan Li, Yujun Zhao, Yue Jiang, You-Chiuan Chen, Peng Chen, Gyu-Boong Jo, Junwei Liu, Shengwang Du

Read original paper ↗

See where this research leads.

469 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

All-optical neural network with nonlinear activation functionsOriginalNoise‐enhanced spatial‐photonic Ising machine72Primer on silicon neuromorphic photonic processors: architecture and compiler52Photonic Neural Networks: A Survey148Computational inverse design for cascaded systems of metasurface optics97Performance evaluation of an integrated photonic convolutional neural network based on delay buffering and wavelength division multiplexing1An optical diffractive deep neural network with multiple frequency-channels7Backpropagation through nonlinear units for all-optical training of neural networks8A Review of Optical Neural Networks232Optical Nonlinear Activation Functions Based on MZI-Structure for Optical Neural Networks7Image enhancement in a miniature self-imaging degenerate optical cavity42D photonic memristor beyond graphene: progress and prospects80Photonic neuromorphic information processing and reservoir computing93Photonic architecture for reinforcement learning29In situ optical backpropagation training of diffractive optical neural networks241All-Optical Spiking Neuron Based on Passive Microresonator67Research on fully parallel matrix algorithm of ternary optical computer for the shortest path problem3Towards an intelligent photonic system8Machine Vision using Diffractive Spectral Encoding.1Machine-learning-assisted metasurface design for high-efficiency thermal emitter optimization233On-Chip Programmable Nonlinear Optical Signal Processor and Its Applications40Optical patching scheme for optical convolutional neural networks based on wavelength-division multiplexing and optical delay lines45A Diffractive Neural Network with Weight-Noise-Injection Training1All-optical non-linear activation function for neuromorphic photonic computing using semiconductor Fano lasers38Large-scale Ising emulation with four body interaction and all-to-all connections53Neural Network System for Processing Large-Volume Diagnostic Data1An all-optical proteretic switch using semiconductor ring lasers3Reconfigurable all-optical nonlinear activation functions for neuromorphic photonics178Unitary Learning for Deep Diffractive Neural Network2Deep Learning Enabled Nanophotonics10Cognitive Architecture With Episodic Memory0Adiabatic evolution on a spatial-photonic Ising machine80Digital electronic neural networks with analog nanophotonic frontends - a numerical study1Optical backpropagation training method and its applications3Integrated photonic neural network based on silicon metalines66Single-pixel pattern recognition with coherent nonlinear optics19Two-Shot Calibration Method for Phase-Only Spatial Light Modulators with Generalized Spatial Differentiator11Massively parallel amplitude-only Fourier neural network217Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction186A survey of approaches for implementing optical neural networks66Unitary learning for diffractive deep neural network23Two-beam coupling by a hot electron nonlinearity152D materials in nonlinear optics3Express Wavenet: A lower parameter optical neural network with random shift wavelet pattern9An Embedded System for NILM Using Machine Learning0Design and Fabrication of 3D Interconnects for Photonic Neuronal Networks Using Two-Photon Polimerization8Free-Space Optical Neural Network Based on Optical Nonlinearity and Pooling Operations14Machine learning based on wave and diffusion physical systems2Programmable, high-speed all-optical nonlinear activation functions for neuromorphic photonics9Dark-state and loss-induced phenomena in the quantum-optical regime of Λ -type three-level systems7Backpropagation through nonlinear units for the all-optical training of neural networks89Physical Synthesis for Advanced Neural Network Processors7An optical neural chip for implementing complex-valued neural network666All-Optical Signal Processing of Vortex Beams with Diffractive Deep Neural Networks130Photonics for artificial intelligence and neuromorphic computing1731Optronic convolutional neural networks of multi-layers with different functions executed in optics for image classification61Efficient reservoir computing using field programmable gate array and electro-optic modulation18Free-space optical neural network based on thermal atomic nonlinearity100Controling the Propagation of Light in Multimode Fibers0Integrated Neuromorphic Photonics: Synapses, Neurons, and Neural Networks83All-optical neural network quantum state tomography1Robust and efficient single-pixel image classification with nonlinear optics18Spectrally encoded single-pixel machine vision using diffractive networks214A primer on the application of neural networks to covering array generation0Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit637Research progress in optical neural networks: theory, applications and developments199Multi-layer optical Fourier neural network based on the convolution theorem15Scalability of All-Optical Neural Networks Based on Spatial Light Modulators41Photonic extreme learning machine by free-space optical propagation101Single-chip photonic deep neural network for instantaneous image classification2Physics and Applications of High‐β Micro‐ and Nanolasers49Teaching a neural network with non-tunable exciton-polariton nodes.0Supervised and unsupervised learning using a fully-plastic all-optical unit of artificial intelligence based on solitonic waveguides18All-optical image identification with programmable matrix transformation14Analog Optical Computing for Artificial Intelligence107Energy-Efficient Neural Network Inference with Microcavity Exciton Polaritons29Implementation of Pruned Backpropagation Neural Network Based on Photonic Integrated Circuits4On-chip photonic diffractive optical neural network based on a spatial domain electromagnetic propagation model79All-optical synthesis of an arbitrary linear transformation using diffractive surfaces116Ti3C2Tx MXene Enabled All-Optical Nonlinear Activation Function for On-Chip Photonic Deep Neural Networks1Optical Multi-Imaging-Casting Accelerator for Fully Parallel Universal Convolution Computing1Silicon photonic-electronic neural network for fibre nonlinearity compensation303Stigmergic electronic gates and networks10A single metagrating metastructure for wave-based parallel analog computing1Optical diffractive deep neural network-based orbital angular momentum mode add–drop multiplexer28Intelligent designs in nanophotonics: from optimization towards inverse creation121Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment4Neuromorphic sensory computing63Direct construction of an optical linear transform and its application on optical complex data generation3All-optical logic gate computing for high-speed parallel information processing91Hybrid training of optical neural networks6Neural Computing with Photonic Media1Neural Network-Enhanced Optical Phase Conjugation for Nonlinearity Mitigation1Photonic Computing and Communication for Neural Network Accelerators2All-optical differentiator in frequency domain9T -operator limits on optical communication: Metaoptics, computation, and input-output transformations14A Comprehensive Survey on Nanophotonic Neural Networks: Architectures, Training Methods, Optimization, and Activations Functions10Learning to image and compute with multimode optical fibers53Two-photon polymerization simulation and fabrication of 3D microprinted suspended waveguides for on-chip optical interconnects36Low-depth optical neural networks9Modal approach to the dynamics of optical frequency combs and applications0Low-threshold all-optical nonlinear activation function based on a Ge/Si hybrid structure in a microring resonator94Photonic matrix multiplication lights up photonic accelerator and beyond563Singular value decomposition compressed ghost imaging7All-type optical logic gates using plasmonic coding metamaterials and multi-objective optimization25Recycling forward and backward frequency-multiplexed modes in a waveguide coupled to phased time-perturbed microrings for low-footprint neuromorphic computing2A programmable diffractive deep neural network based on a digital-coding metasurface array629Space-efficient optical computing with an integrated chip diffractive neural network376Parallel wave‐based analog computing using metagratings26Theoretical analysis of correlations between two quantum fields exciting a three-level system using the cluster-expansion approach0Quantized photonic neural network modeling method based on microring modulators7Generalized robust training scheme using genetic algorithm for optical neural networks with imprecise components49Optical neural network quantum state tomography17At the intersection of optics and deep learning: statistical inference, computing, and inverse design67All-Optical Nonlinear Activation Function Based on Germanium Silicon Hybrid Asymmetric Coupler38Reconfigurable Activation Functions in Integrated Optical Neural Networks40All‐optical ultrafast ReLU function for energy‐efficient nanophotonic deep learning87Training optronic convolutional neural networks on an optical system through backpropagation algorithms29First steps into coherent object classification using convolutional deep diffractive neural networks1All-Optical Recurrent Neural Network With Reconfigurable Activation Function13Electromagnetic wave-based extreme deep learning with nonlinear time-Floquet entanglement28A Compressed Reconstruction Network Combining Deep Image Prior and Autoencoding Priors for Single-Pixel Imaging15Third- and Second-Harmonic Generation in All-Dielectric Nanostructures: A Mini Review40Neural Networks Based on Ultrafast Time-Delayed Effects in Exciton Polaritons9Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network121Programmable chalcogenide‐based all‐optical deep neural networks60Single image dehazing algorithm based on optical diffraction deep neural networks10Steady states of Λ-type three-level systems excited by quantum light with various photon statistics in lossy cavities3An on-chip photonic deep neural network for image classification687Hybrid training of optical neural networks72High-Speed Multi-Layer Convolutional Neural Network Based on Free-Space Optics10Neuromorphic Computing Based on Wavelength-Division Multiplexing12Neuromorphic photonic computing based on wavelength-division multiplexing0Neuromorphic processing and computing based on wavelength-division multiplexing0MXene‐Based Broadband Ultrafast Nonlinear Activator for Optical Computing46Nonlinear Computational Edge Detection Metalens69Polarized deep diffractive neural network for sorting, generation, multiplexing, and de-multiplexing of orbital angular momentum modes48Only-train-electrical-to-optical-conversion (OTEOC): simple diffractive neural networks with optical readout8Efficient optical reservoir computing for parallel data processing29Metamaterials: From fundamental physics to intelligent design100Si Microring Resonator Crossbar Array for On-Chip Inference and Training of the Optical Neural Network155Training a Neural Network with Exciton-Polariton Optical Nonlinearity18Optical Logic Gate Operations With Single-Pixel Imaging6Photonic multiplexing architectures for optical neuromorphic computation1Photonic Multiplexing Techniques for Optical Neuromorphic Computing2Photonic multiplexing methods for optical neuromorphic computing0Photonic multiplexing methods for optical neuromorphic computing0Neuromorphic Computing Based on Wavelength-Division Multiplexing191Universal Metasurfaces for Complete Linear Control of Coherent Light Transmission46Deep optical reservoir computing and chaotic synchronization predictions based on the cascade coupled optically pumped spin-VCSELs16Adversarial Attacks on an Optical Neural Network5

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

469 direct citing papers saved. Showing the first 50 here; use Browse Matching Papers in the map for all loaded papers.

  1. Noise‐enhanced spatial‐photonic Ising machine

    Nanophotonics · 2018-06-01

    Davide Pierangeli, Giulia Marcucci, Daniel Brunner, Claudio Conti

    Read original paper ↗ ·

  2. Primer on silicon neuromorphic photonic processors: architecture and compiler

    Nanophotonics · 2018-06-01

    Thomas Ferreira de Lima, Alexander N. Tait, Armin Mehrabian, Mitchell A. Nahmias, Chaoran Huang, Hsuan-Tung Peng, Bicky A. Márquez, Mario Miscuglio, Tarek El‐Ghazawi, Volker J. Sorger, Bhavin J. Shastri, Paul R. Prucnal

    Read original paper ↗ ·

  3. Photonic Neural Networks: A Survey

    IEEE Access · 2019-01-01

    Lorenzo De Marinis, Marco Cococcioni, P. Castoldi, Nicola Andriolli

    Read original paper ↗ ·

  4. Computational inverse design for cascaded systems of metasurface optics

    Optics Express · 2019-10-07

    Adam S. Backer

    Read original paper ↗ ·

  5. Performance evaluation of an integrated photonic convolutional neural network based on delay buffering and wavelength division multiplexing

    arXiv (Cornell University) · 2019-10-25

    Shaofu Xu, Jing Wang, Weiwen Zou

    Read original paper ↗ ·

  6. An optical diffractive deep neural network with multiple frequency-channels

    arXiv (Cornell University) · 2019-12-23

    Yingshi Chen, Jinfeng Zhu

    Read original paper ↗ ·

  7. Backpropagation through nonlinear units for all-optical training of neural networks

    arXiv (Cornell University) · 2019-12-23

    Xianxin Guo, Thomas D. Barrett, Zhiming M. Wang, Alexander I. Lvovsky

    Read original paper ↗ ·

  8. A Review of Optical Neural Networks

    IEEE Access · 2020-01-01

    Xiubao Sui, Qiuhao Wu, Jia Liu, Qian Chen, Guohua Gu

    Read original paper ↗ ·

  9. Optical Nonlinear Activation Functions Based on MZI-Structure for Optical Neural Networks

    Unknown journal · 2020-01-01

    Qiang Li, Shengping Liu, Zhao Yang, Wei Wang, Ye Tian, Junbo Feng, Jin Guo

    Read original paper ↗ ·

  10. Image enhancement in a miniature self-imaging degenerate optical cavity

    Physical Review A · 2020-01-22

    Albert Ryou, Shane Colburn, Arka Majumdar

    Read original paper ↗ ·

  11. 2D photonic memristor beyond graphene: progress and prospects

    Nanophotonics · 2020-02-01

    Xuewei Feng, Xinke Liu, Kah‐Wee Ang

    Read original paper ↗ ·

  12. Photonic neuromorphic information processing and reservoir computing

    APL Photonics · 2020-02-01

    Alessio Lugnan, Andrew Katumba, Floris Laporte, Matthias Freiberger, Stijn Sackesyn, Chonghuai Ma, Emmanuel Gooskens, Joni Dambre, Peter Bienstman

    Read original paper ↗ ·

  13. Photonic architecture for reinforcement learning

    New Journal of Physics · 2020-02-20

    Fulvio Flamini, Arne Hamann, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Hans J. Briegel

    Read original paper ↗ ·

  14. In situ optical backpropagation training of diffractive optical neural networks

    Photonics Research · 2020-03-30

    Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, Qionghai Dai

    Read original paper ↗ ·

  15. All-Optical Spiking Neuron Based on Passive Microresonator

    Journal of Lightwave Technology · 2020-04-08

    Jinlong Xiang, Axel Torchy, Xuhan Guo, Yikai Su

    Read original paper ↗ ·

  16. Research on fully parallel matrix algorithm of ternary optical computer for the shortest path problem

    Applied Optics · 2020-04-28

    Kai Song, Yi Zhang, Liping Yan, Qingqing Jin, Gong Chen

    Read original paper ↗ ·

  17. Towards an intelligent photonic system

    Science China Information Sciences · 2020-05-09

    Weiwen Zou, Bowen Ma, Shaofu Xu, Xiuting Zou, Xingjun Wang

    Read original paper ↗ ·

  18. Machine Vision using Diffractive Spectral Encoding.

    arXiv (Cornell University) · 2020-05-15

    Jingxi Li, Deniz Mengü, Nezih Tolga Yardimci, Yi Luo, Xurong Li, Muhammed Veli, Yair Rivenson, Mona Jarrahi, Aydogan Özcan

    Read original paper ↗ ·

  19. Machine-learning-assisted metasurface design for high-efficiency thermal emitter optimization

    Applied Physics Reviews · 2020-05-28

    Zhaxylyk A. Kudyshev, Alexander V. Kildishev, Vladimir M. Shalaev, Alexandra Boltasseva

    Read original paper ↗ ·

  20. On-Chip Programmable Nonlinear Optical Signal Processor and Its Applications

    IEEE Journal of Selected Topics in Quantum Electronics · 2020-05-29

    Chaoran Huang, Aashu Jha, Thomas Ferreira de Lima, Alexander N. Tait, Bhavin J. Shastri, Paul R. Prucnal

    Read original paper ↗ ·

  21. Optical patching scheme for optical convolutional neural networks based on wavelength-division multiplexing and optical delay lines

    Optics Letters · 2020-06-01

    Shaofu Xu, Jing Wang, Weiwen Zou

    Read original paper ↗ ·

  22. A Diffractive Neural Network with Weight-Noise-Injection Training

    arXiv (Cornell University) · 2020-06-08

    Jiashuo Shi

    Read original paper ↗ ·

  23. All-optical non-linear activation function for neuromorphic photonic computing using semiconductor Fano lasers

    Optics Letters · 2020-06-08

    Thorsten S. Rasmussen, Yi Yu, Jesper Mørk

    Read original paper ↗ ·

  24. Large-scale Ising emulation with four body interaction and all-to-all connections

    Communications Physics · 2020-06-12

    Santosh Kumar, He Zhang, Yu-Ping Huang

    Read original paper ↗ ·

  25. Neural Network System for Processing Large-Volume Diagnostic Data

    International Journal of Advanced Trends in Computer Science and Engineering · 2020-06-25

    Zavalko N.A.

    Read original paper ↗ ·

  26. An all-optical proteretic switch using semiconductor ring lasers

    Optics Communications · 2020-07-09

    Syed Azeemuddin, M. Tafazoli, Nima Davoudzadeh, M.R. Sayeh

    Read original paper ↗ ·

  27. Reconfigurable all-optical nonlinear activation functions for neuromorphic photonics

    Optics Letters · 2020-07-29

    Aashu Jha, Chaoran Huang, Paul R. Prucnal

    Read original paper ↗ ·

  28. Unitary Learning for Deep Diffractive Neural Network

    arXiv (Cornell University) · 2020-08-17

    Yong-Liang Xiao

    Read original paper ↗ ·

  29. Deep Learning Enabled Nanophotonics

    IntechOpen eBooks · 2020-08-18

    Lujun Huang, Lei Xu, Andrey E. Miroshnichenko

    Read original paper ↗ ·

  30. Cognitive Architecture With Episodic Memory

    Advances in human and social aspects of technology book series · 2020-08-20

    Read original paper ↗ ·

  31. Adiabatic evolution on a spatial-photonic Ising machine

    Optica · 2020-09-21

    Davide Pierangeli, Giulia Marcucci, Claudio Conti

    Read original paper ↗ ·

  32. Digital electronic neural networks with analog nanophotonic frontends - a numerical study

    Unknown journal · 2020-10-09

    Ravi S. Hegde

    Read original paper ↗ ·

  33. Optical backpropagation training method and its applications

    Unknown journal · 2020-10-10

    Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, Qionghai Dai

    Read original paper ↗ ·

  34. Integrated photonic neural network based on silicon metalines

    Optics Express · 2020-10-16

    Sanaz Zarei, Mahmood Reza Marzban, Amin Khavasi

    Read original paper ↗ ·

  35. Single-pixel pattern recognition with coherent nonlinear optics

    Optics Letters · 2020-11-10

    Ting Bu, Santosh Kumar, He Zhang, Irwin Huang, Yu-Ping Huang

    Read original paper ↗ ·

  36. Two-Shot Calibration Method for Phase-Only Spatial Light Modulators with Generalized Spatial Differentiator

    Physical Review Applied · 2020-11-17

    Junyi Huang, Tengfeng Zhu, Zhichao Ruan

    Read original paper ↗ ·

  37. Massively parallel amplitude-only Fourier neural network

    Optica · 2020-11-18

    Mario Miscuglio, Zibo Hu, Shurui Li, Jonathan George, Roberto Capanna, Hamed Dalir, Philippe Matthieu Bardet, Puneet Gupta, Volker J. Sorger

    Read original paper ↗ ·

  38. Large-Scale Optical Reservoir Computing for Spatiotemporal Chaotic Systems Prediction

    Physical Review X · 2020-11-20

    Mushegh S. Rafayelyan, Jonathan Dong, Yongqi Tan, Florent Krząkała, Sylvain Gigan

    Read original paper ↗ ·

  39. A survey of approaches for implementing optical neural networks

    Optics & Laser Technology · 2020-12-04

    Runqin Xu, Pin Lv, Fanjiang Xu, Yishi Shi

    Read original paper ↗ ·

  40. Unitary learning for diffractive deep neural network

    Optics and Lasers in Engineering · 2020-12-05

    Yong-Liang Xiao, Sikun Li, Guohai Situ, Zhisheng You

    Read original paper ↗ ·

  41. Two-beam coupling by a hot electron nonlinearity

    Optics Letters · 2020-12-14

    Jagannath Paul, Mario Miscuglio, Yaliang Gui, Volker J. Sorger, Jared K. Wahlstrand

    Read original paper ↗ ·

  42. 2D materials in nonlinear optics

    Elsevier eBooks · 2020-12-16

    Guoqing Ma, Ivan M. Kislyakov, Jun Wang

    Read original paper ↗ ·

  43. Express Wavenet: A lower parameter optical neural network with random shift wavelet pattern

    Optics Communications · 2020-12-31

    Yingshi Chen, Naixing Feng, Binbin Hong, Mei Song Tong, Guo Ping Wang, Zhongzhu Liang

    Read original paper ↗ ·

  44. An Embedded System for NILM Using Machine Learning

    Congresso Brasileiro de Inteligência Computacional (CBIC) · 2021-01-01

    Giovanni Braglia, André Eugênio Lazzaretti

    Read original paper ↗ ·

  45. Design and Fabrication of 3D Interconnects for Photonic Neuronal Networks Using Two-Photon Polimerization

    Conference on Lasers and Electro-Optics · 2021-01-01

    Ricardo M. R. Adão, Bruno Romeira, Jana B. Nieder

    Read original paper ↗ ·

  46. Free-Space Optical Neural Network Based on Optical Nonlinearity and Pooling Operations

    IEEE Access · 2021-01-01

    Hoda Sadeghzadeh, Somayyeh Koohi, Ali Fele Paranj

    Read original paper ↗ ·

  47. Machine learning based on wave and diffusion physical systems

    Acta Physica Sinica · 2021-01-01

    Jiang-Zhi Chen, Chenwen Yang, Jie Ren

    Read original paper ↗ ·

  48. Programmable, high-speed all-optical nonlinear activation functions for neuromorphic photonics

    Optical Fiber Communication Conference · 2021-01-01

    Aashu Jha, Chaoran Huang, Paul R. Prucnal

    Read original paper ↗ ·

  49. Dark-state and loss-induced phenomena in the quantum-optical regime of Λ -type three-level systems

    Physical Review A · 2021-01-05

    Hendrik Rose, D. V. Popolitova, Olga V. Tikhonova, T. Meier, Polina R. Sharapova

    Read original paper ↗ ·

  50. Backpropagation through nonlinear units for the all-optical training of neural networks

    Photonics Research · 2021-01-13

    Xianxin Guo, Thomas D. Barrett, Zhiming Wang, Alexander I. Lvovsky

    Read original paper ↗ ·
More citing papers →
Citation Atlas · A map of research, not a ranking.