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RESEARCH PAPER · Physical Review Applied · 2021

Scalability of All-Optical Neural Networks Based on Spatial Light Modulators

Ying Zuo, Yujun Zhao, You-Chiuan Chen, Shengwang Du, Junwei Liu

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Scalability of All-Optical Neural Networks Based on Spatial Light ModulatorsOriginalAnalog Optical Computing for Artificial Intelligence107Direct construction of an optical linear transform and its application on optical complex data generation3All-optical logic gate computing for high-speed parallel information processing91Optical random micro-phase-shift DropConnect in a diffractive deep neural network2All-Optical Nonlinear Activation Function Based on Germanium Silicon Hybrid Asymmetric Coupler38Complex spatial light modulation capability of a dual layer in-plane switching liquid crystal panel19Deep learning in light–matter interactions19Only-train-electrical-to-optical-conversion (OTEOC): simple diffractive neural networks with optical readout8Magneto-optical diffractive deep neural network20基于相变材料的光子神经形态计算技术综述1液晶的多维度光场调控技术研究进展6Measurement of phase modulation time dynamics of liquid crystal spatial light modulator3Optical Extreme Learning Machines with Atomic Vapors3Photonic neuromorphic architecture for tens-of-task lifelong learning41Phase modulation time dynamics of the liquid-crystal spatial light modulator10Single‐Panel Complex Holographic Display with Three‐Phase Covalent Macropixel2Equilibrium learning: inverse design of intelligent mechanical machines for prescribed behavior control0Optical Fourier convolutional neural network with high efficiency in image classification20Diffraction Deep Neural Network Based on Huygens' Metasurface for Image Classification1Exploring Diffractive Optical Elements and Their Potential in Free Space Optics and imaging‐ A Comprehensive Review57Intelligent mechanical metamaterials towards learning static and dynamic behaviors11Perfect absorption of violet light enabled by rotated Mie resonators1Strategic Insights into Integrated Photonics: Core Concepts, Practical Deployments, and Future Outlook22Light-induced fictitious magnetic fields for quantum storage in cold atomic ensembles7Ultra-broadband all-optical nonlinear activation function enabled by MoTe2/optical waveguide integrated devices65Microwave Band 4-classified Diffraction Neural Network Design and Verification0Optical algorithm for derivative of real-valued functions1All-optical inference engine based on a shape-optimized multimode optical fiber3Intelligent nanophotonics: when machine learning sheds light77Complex field modulation of incoherent white light with a spatial light modulator0Multi‐Functional Optical Neural Network in a Disordered Medium1A Physics-Aware Simulation Platform for Phase-Only Optical Neural Networks0The Optic Brain: foundations, frontiers, and the future of photonic artificial intelligence3Engineering nonlinear activation functions for all-optical neural networks via quantum interference5Piezoelectrically actuated silicon-nitride-based high-speed spatial light modulator2Neural holography enabled multi-beam steering for multi-task classifier1All-optical inference using structured light beams1Exploring the scalability of parallel processing in SLM-based optical systems1Double-layer all-optical inference via sequential nonlinear optical diffraction0Reconfigurable nonlinear activation functions in an optomechanical whispering-gallery-mode microcavity0Нелинейная фотоника: проблемы и перспективы0

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  5. All-Optical Nonlinear Activation Function Based on Germanium Silicon Hybrid Asymmetric Coupler

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  6. Complex spatial light modulation capability of a dual layer in-plane switching liquid crystal panel

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  7. Deep learning in light–matter interactions

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  8. Only-train-electrical-to-optical-conversion (OTEOC): simple diffractive neural networks with optical readout

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  12. Measurement of phase modulation time dynamics of liquid crystal spatial light modulator

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  14. Photonic neuromorphic architecture for tens-of-task lifelong learning

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  15. Phase modulation time dynamics of the liquid-crystal spatial light modulator

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  16. Single‐Panel Complex Holographic Display with Three‐Phase Covalent Macropixel

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  17. Equilibrium learning: inverse design of intelligent mechanical machines for prescribed behavior control

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  19. Diffraction Deep Neural Network Based on Huygens' Metasurface for Image Classification

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  23. Strategic Insights into Integrated Photonics: Core Concepts, Practical Deployments, and Future Outlook

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