Acta Optica Sinica, Volume. 43, Issue 16, 1623006(2023)

Development and Applications of Spatial Optical Analog Computing

Yongliang Liu1, Wenwei Liu1, Hua Cheng1、*, and Shuqi Chen1,2,3、**
Author Affiliations
  • 1The Key Laboratory of Weak Light Nonlinear Photonics, Ministry of Education, TEDA Institute of Applied Physics, School of Physics, Nankai University, Tianjin 300071, China
  • 2Smart Sensing Interdisciplinary Science Center, School of Materials Science and Engineering, Nankai University, Tianjin 300350, China
  • 3Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan 030006, Shanxi, China
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    References(133)

    [1] Hansson S O. Technology and mathematics[J]. Philosophy & Technology, 33, 117-139(2020).

    [2] Zangeneh-Nejad F, Sounas D L, Alù A et al. Analogue computing with metamaterials[J]. Nature Reviews Materials, 6, 207-225(2021).

    [3] Huang Y D. Twenty years of photonics[J]. ACS Photonics, 8, 384-385(2021).

    [4] Tahmasebi O, Abdolali A, Rajabalipanah H et al. Parallel temporal signal processing enabled by polarization-multiplexed programmable THz metasurfaces[J]. Optics Express, 30, 45221-45232(2022).

    [5] Sol J, Smith D R, del Hougne P. Meta-programmable analog differentiator[J]. Nature Communications, 13, 1713(2022).

    [6] Karimi A, Zarifkar A, Miri M. Design of ultracompact tunable fractional-order temporal differentiators based on hybrid-plasmonic phase-shifted Bragg gratings[J]. Applied Optics, 57, 7402-7409(2018).

    [7] Yang T, Dong J J, Lu L J et al. All-optical differential equation solver with constant-coefficient tunable based on a single microring resonator[J]. Scientific Reports, 4, 5581(2014).

    [8] Wu J Y, Cao P, Hu X F et al. Compact tunable silicon photonic differential-equation solver for general linear time-invariant systems[J]. Optics Express, 22, 26254-26264(2014).

    [9] Kulishov M, Azaña J. Long-period fiber gratings as ultrafast optical differentiators[J]. Optics Letters, 30, 2700-2702(2005).

    [10] Slavík R, Park Y, Kulishov M et al. Terahertz-bandwidth high-order temporal differentiators based on phase-shifted long-period fiber gratings[J]. Optics Letters, 34, 3116-3118(2009).

    [11] Liu W L, Li M, Guzzon R S et al. A fully reconfigurable photonic integrated signal processor[J]. Nature Photonics, 10, 190-195(2016).

    [12] Park Y, Ahn T J, Dai Y T et al. All-optical temporal integration of ultrafast pulse waveforms[J]. Optics Express, 16, 17817-17825(2008).

    [13] Slavík R, Park Y, Ayotte N et al. Photonic temporal integrator for all-optical computing[J]. Optics Express, 16, 18202-18214(2008).

    [14] Jiang Y S, DeVore P T S, Jalali B. Analog optical computing primitives in silicon photonics[J]. Optics Letters, 41, 1273-1276(2016).

    [15] Huang T L, Zheng A L, Dong J J et al. Terahertz-bandwidth photonic temporal differentiator based on a silicon-on-isolator directional coupler[J]. Optics Letters, 40, 5614-5617(2015).

    [16] Ngo N Q, Song Y F. On the interrelations between an optical differentiator and an optical Hilbert transformer[J]. Optics Letters, 36, 915-917(2011).

    [17] Ashrafi R, Azaña J. Terahertz bandwidth all-optical Hilbert transformers based on long-period gratings[J]. Optics Letters, 37, 2604-2606(2012).

    [18] Wang Y J, Chen Q M, Yang W H et al. High-efficiency broadband achromatic metalens for near-IR biological imaging window[J]. Nature Communications, 12, 5560(2021).

    [19] Liu W W, Li Z C, Li Z et al. Energy-tailorable spin-selective multifunctional metasurfaces with full Fourier components[J]. Advanced Materials, 31, 1901729(2019).

    [20] Wang S M, Wu P C, Su V C et al. A broadband achromatic metalens in the visible[J]. Nature Nanotechnology, 13, 227-232(2018).

    [21] Graydon O. Efficient holograms[J]. Nature Photonics, 11, 76(2017).

    [22] Wan W W, Gao J, Yang X D. Full-color plasmonic metasurface holograms[J]. ACS Nano, 10, 10671-10680(2016).

    [23] Yang B, Ma D N, Liu W W et al. Deep-learning-based colorimetric polarization-angle detection with metasurfaces[J]. Optica, 9, 217-220(2022).

    [24] Li G X, Zhang S, Zentgraf T. Nonlinear photonic metasurfaces[J]. Nature Reviews Materials, 2, 17010(2017).

    [25] Jiang Y F, Liu W W, Li Z C et al. Linear and nonlinear optical field manipulations with multifunctional chiral coding metasurfaces[J]. Advanced Optical Materials, 11, 2202186(2023).

    [26] Cordaro A, Edwards B, Nikkhah V et al. Solving integral equations in free space with inverse-designed ultrathin optical metagratings[J]. Nature Nanotechnology, 18, 365-372(2023).

    [27] Babaee A, Momeni A, Abdolali A et al. Parallel analog computing based on a 2×2 multiple-input multiple-output metasurface processor with asymmetric response[J]. Physical Review Applied, 15, 044015(2021).

    [28] Momeni A, Rajabalipanah H, Rahmanzadeh M et al. Reciprocal metasurfaces for on-axis reflective optical computing[J]. IEEE Transactions on Antennas and Propagation, 69, 7709-7719(2021).

    [29] Momeni A, Safari M, Abdolali A et al. Asymmetric metal-dielectric metacylinders and their potential applications from engineering scattering patterns to spatial optical signal processing[J]. Physical Review Applied, 15, 034010(2021).

    [30] Silva A, Monticone F, Castaldi G et al. Performing mathematical operations with metamaterials[J]. Science, 343, 160-163(2014).

    [31] Zhang J H, Chen S Q, Wang D et al. Analog optical deconvolution computing for wavefront coding based on nanoantennas metasurfaces[J]. Optics Express, 29, 32196-32207(2021).

    [32] Wang Z, Li T T, Soman A et al. On-chip wavefront shaping with dielectric metasurface[J]. Nature Communications, 10, 3547(2019).

    [33] Kashapov A I, Doskolovich L L, Bezus E A et al. Spatial differentiation of optical beams using a resonant metal-dielectric-metal structure[J]. Journal of Optics, 23, 023501(2021).

    [34] Momeni A, Rajabalipanah H, Abdolali A et al. Generalized optical signal processing based on multioperator metasurfaces synthesized by susceptibility tensors[J]. Physical Review Applied, 11, 064042(2019).

    [35] Rajabalipanah H, Abdolali A, Iqbal S et al. Analog signal processing through space-time digital metasurfaces[J]. Nanophotonics, 10, 1753-1764(2021).

    [36] Moeini M M, Sounas D L. Discrete space optical signal processing[J]. Optica, 7, 1325-1331(2020).

    [37] Sulejman S B, Priscilla N, Wesemann L et al. Thin film Notch filters as platforms for biological image processing[J]. Scientific Reports, 13, 4494(2023).

    [38] Zhou J X, Zhao J X, Wu Q Y et al. Nonlinear computational edge detection metalens[J]. Advanced Functional Materials, 32, 2204734(2022).

    [39] Wang X W, Wang H, Wang J L et al. Single-shot isotropic differential interference contrast microscopy[J]. Nature Communications, 14, 2063(2023).

    [40] Intaravanne Y, Ansari M A, Ahmed H et al. Metasurface-enabled 3-in-1 microscopy[J]. ACS Photonics, 10, 544-551(2023).

    [41] He S S, Wang R S, Luo H L. Computing metasurfaces for all-optical image processing: a brief review[J]. Nanophotonics, 11, 1083-1108(2022).

    [42] Abdolali A, Momeni A, Rajabalipanah H et al. Parallel integro-differential equation solving via multi-channel reciprocal bianisotropic metasurface augmented by normal susceptibilities[J]. New Journal of Physics, 21, 113048(2019).

    [43] Mohammadi Estakhri N, Edwards B, Engheta N. Inverse-designed metastructures that solve equations[J]. Science, 363, 1333-1338(2019).

    [44] Zhang W X, Qu C, Zhang X D. Solving constant-coefficient differential equations with dielectric metamaterials[J]. Journal of Optics, 18, 075102(2016).

    [45] Abdollah-Ramezani S, Arik K, Khavasi A et al. Analog computing using graphene-based metalines[J]. Optics Letters, 40, 5239-5242(2015).

    [46] Zangeneh-Nejad F, Khavasi A. Spatial integration by a dielectric slab and its planar graphene-based counterpart[J]. Optics Letters, 42, 1954-1957(2017).

    [47] Jin C Q, Yang Y M. Transmissive nonlocal multilayer thin film optical filter for image differentiation[J]. Nanophotonics, 10, 3519-3525(2021).

    [48] Momeni A, Rouhi K, Fleury R. Switchable and simultaneous spatiotemporal analog computing with computational graphene-based multilayers[J]. Carbon, 186, 599-611(2022).

    [49] Monticone F, Alù A, Galdi V et al. “Computing metasurfaces” to perform mathematical operations[C], 27-28(2014).

    [50] Xue W J, Miller O D. High-NA optical edge detection via optimized multilayer films[J]. Journal of Optics, 23, 125004(2021).

    [51] Doskolovich L L, Bykov D A, Bezus E A et al. Spatial differentiation of optical beams using phase-shifted Bragg grating[J]. Optics Letters, 39, 1278-1281(2014).

    [52] Bykov D A, Doskolovich L L, Bezus E A et al. Optical computation of the Laplace operator using phase-shifted Bragg grating[J]. Optics Express, 22, 25084-25092(2014).

    [53] Golovastikov N V, Bykov D A, Doskolovich L L et al. Spatial optical integrator based on phase-shifted Bragg gratings[J]. Optics Communications, 338, 457-460(2015).

    [54] Golovastikov N V, Bykov D A, Doskolovich L L et al. Analytical description of 3D optical pulse diffraction by a phase-shifted Bragg grating[J]. Optics Express, 24, 18828-18842(2016).

    [55] Wu W H, Jiang W, Yang J A et al. Multilayered analog optical differentiating device: performance analysis on structural parameters[J]. Optics Letters, 42, 5270-5273(2017).

    [56] Zhou Y, Chen R, Chen W J et al. Optical analog computing devices designed by deep neural network[J]. Optics Communications, 458, 124674(2020).

    [57] Zhou Y, Zhan J J, Chen R et al. Analogue optical spatiotemporal differentiator[J]. Advanced Optical Materials, 9, 2002088(2021).

    [58] Liu Y, Huang M C, Chen Q K et al. Single planar photonic chip with tailored angular transmission for multiple-order analog spatial differentiator[J]. Nature Communications, 13, 7944(2022).

    [59] Dai C J, Li Z, Shi Y Y et al. Hydrogel-scalable nanoslide for switchable optical spatial-frequency processing[J]. Laser & Photonics Reviews, 17, 2200368(2023).

    [60] Wu Y L, Zhuang Z, Deng L et al. Arbitrary multi-way parallel mathematical operations based on planar discrete metamaterials[J]. Plasmonics, 13, 599-607(2018).

    [61] Chen C, Qi W, Yu Y et al. On-chip optical spatial-domain integrator based on Fourier optics and metasurface[J]. Nanophotonics, 10, 2481-2486(2021).

    [62] Saba A, Tavakol M R, Karimi-Khoozani P et al. Two-dimensional edge detection by guided mode resonant metasurface[J]. IEEE Photonics Technology Letters, 30, 853-856(2018).

    [63] Zhou Y, Wu W H, Chen R et al. Analog optical spatial differentiators based on dielectric metasurfaces[J]. Advanced Optical Materials, 8, 1901523(2020).

    [64] Xu B Q, Huang G Q, Chen H C et al. High-NA polarization-independent isotropic spatial differential metasurface[J]. Photonics and Nanostructures - Fundamentals and Applications, 53, 101107(2023).

    [65] Zhang W X, Zhang X D. Backscattering-immune computing of spatial differentiation by nonreciprocal plasmonics[J]. Physical Review Applied, 11, 054033(2019).

    [66] Hwang Y, Davis T J. Optical metasurfaces for subwavelength difference operations[J]. Applied Physics Letters, 109, 181101(2016).

    [67] Hwang Y, Davis T J, Lin J A et al. Plasmonic circuit for second-order spatial differentiation at the subwavelength scale[J]. Optics Express, 26, 7368-7375(2018).

    [68] Davis T J, Eftekhari F, Gómez D E et al. Metasurfaces with asymmetric optical transfer functions for optical signal processing[J]. Physical Review Letters, 123, 013901(2019).

    [69] Zhang J H, Ruan Z C. Amplitude scaling and lateral shift of leaky radiation from surface plasmon excitation[J]. Journal of the Optical Society of America B, 36, 451-456(2019).

    [70] Pors A, Nielsen M G, Bozhevolnyi S I. Analog computing using reflective plasmonic metasurfaces[J]. Nano Letters, 15, 791-797(2015).

    [71] Doskolovich L L, Bezus E A, Bykov D A et al. Spatial differentiation of Bloch surface wave beams using an on-chip phase-shifted Bragg grating[J]. Journal of Optics, 18, 115006(2016).

    [72] Zhang J, Zhou S, Dai X et al. All-optical image edge detection based on the two-dimensional photonic spin Hall effect in anisotropic metamaterial[J]. Optics Express, 31, 6062-6075(2023).

    [73] Doskolovich L L, Bezus E A, Golovastikov N V et al. Planar two-groove optical differentiator in a slab waveguide[J]. Optics Express, 25, 22328-22340(2017).

    [74] Dong Z W, Si J N, Yu X Y et al. Optical spatial differentiator based on subwavelength high-contrast gratings[J]. Applied Physics Letters, 112, 181102(2018).

    [75] Bykov D A, Doskolovich L L, Morozov A A et al. First-order optical spatial differentiator based on a guided-mode resonant grating[J]. Optics Express, 26, 10997-11006(2018).

    [76] Huang J Y, Zhang J H, Zhu T F et al. Spatiotemporal differentiators generating optical vortices with transverse orbital angular momentum and detecting sharp change of pulse envelope[J]. Laser & Photonics Reviews, 16, 2100357(2022).

    [77] Long O Y, Guo C, Jin W L et al. Polarization-independent isotropic nonlocal metasurfaces with wavelength-controlled functionality[J]. Physical Review Applied, 17, 024029(2022).

    [78] Wang H W, Guo C, Zhao Z X et al. Compact incoherent image differentiation with nanophotonic structures[J]. ACS Photonics, 7, 338-343(2020).

    [80] Ruan Z C, Wu H, Qiu M et al. Spatial control of surface plasmon polariton excitation at planar metal surface[J]. Optics Letters, 39, 3587-3590(2014).

    [81] Ruan Z C. Spatial mode control of surface plasmon polariton excitation with gain medium: from spatial differentiator to integrator[J]. Optics Letters, 40, 601-604(2015).

    [82] Zhang J H, Ying Q W, Ruan Z C. Time response of plasmonic spatial differentiators[J]. Optics Letters, 44, 4511-4514(2019).

    [83] Zhu T F, Zhou Y H, Lou Y J et al. Plasmonic computing of spatial differentiation[J]. Nature Communications, 8, 15391(2017).

    [84] Fang Y S, Lou Y J, Ruan Z C. On-grating graphene surface plasmons enabling spatial differentiation in the terahertz region[J]. Optics Letters, 42, 3840-3843(2017).

    [85] Lou Y J, Fang Y S, Ruan Z C. Optical computation of divergence operation for vector fields[J]. Physical Review Applied, 14, 034013(2020).

    [86] Cordaro A, Kwon H, Sounas D et al. High-index dielectric metasurfaces performing mathematical operations[J]. Nano Letters, 19, 8418-8423(2019).

    [87] Wan L, Pan D P, Yang S F et al. Optical analog computing of spatial differentiation and edge detection with dielectric metasurfaces[J]. Optics Letters, 45, 2070-2073(2020).

    [88] Komar A, Aoni R A, Xu L et al. Edge detection with Mie-resonant dielectric metasurfaces[J]. ACS Photonics, 8, 864-871(2021).

    [89] Golovastikov N V, Bykov D A, Doskolovich L L. Resonant diffraction gratings for spatial differentiation of optical beams[J]. Quantum Electronics, 44, 984-988(2014).

    [90] Golovastikov N V, Bykov D A, Doskolovich L L. Spatiotemporal pulse shaping using resonant diffraction gratings[J]. Optics Letters, 40, 3492-3495(2015).

    [91] Parthenopoulos A, Darki A A, Jeppesen B R et al. Optical spatial differentiation with suspended subwavelength gratings[J]. Optics Express, 29, 6481-6494(2021).

    [92] Fang Y S, Ruan Z C. Optical spatial differentiator for a synthetic three-dimensional optical field[J]. Optics Letters, 43, 5893-5896(2018).

    [93] Lou Y J, Pan H, Zhu T F et al. Spatial coupled-mode theory for surface plasmon polariton excitation at metallic gratings[J]. Journal of the Optical Society of America B, 33, 819-824(2016).

    [94] Rajabalipanah H, Momeni A, Rahmanzadeh M et al. Parallel wave-based analog computing using metagratings[J]. Nanophotonics, 11, 1561-1571(2022).

    [95] Xu C Y, Wang Y L, Zhang C et al. Optical spatiotemporal differentiator using a bilayer plasmonic grating[J]. Optics Letters, 46, 4418-4421(2021).

    [96] Bezus E A, Doskolovich L L, Bykov D A et al. Spatial integration and differentiation of optical beams in a slab waveguide by a dielectric ridge supporting high-Q resonances[J]. Optics Express, 26, 25156-25165(2018).

    [97] Guo C, Xiao M, Minkov M et al. Photonic crystal slab Laplace operator for image differentiation[J]. Optica, 5, 251-256(2018).

    [98] Guo C, Xiao M, Minkov M et al. Isotropic wavevector domain image filters by a photonic crystal slab device[J]. Journal of the Optical Society of America A, 35, 1685-1691(2018).

    [99] Pan D P, Wan L, Ouyang M et al. Laplace metasurfaces for optical analog computing based on quasi-bound states in the continuum[J]. Photonics Research, 9, 1758-1766(2021).

    [100] Zhou Y, Zheng H Y, Kravchenko I I et al. Flat optics for image differentiation[J]. Nature Photonics, 14, 316-323(2020).

    [101] Malek S C, Overvig A C, Shrestha S et al. Active nonlocal metasurfaces[J]. Nanophotonics, 10, 655-665(2020).

    [102] Kwon H, Sounas D, Cordaro A et al. Nonlocal metasurfaces for optical signal processing[J]. Physical Review Letters, 121, 173004(2018).

    [103] Goh H, Alù A. Nonlocal scatterer for compact wave-based analog computing[J]. Physical Review Letters, 128, 073201(2022).

    [104] Ji A Q, Song J H, Li Q T et al. Quantitative phase contrast imaging with a nonlocal angle-selective metasurface[J]. Nature Communications, 13, 7848(2022).

    [105] Kwon H, Cordaro A, Sounas D et al. Dual-polarization analog 2D image processing with nonlocal metasurfaces[J]. ACS Photonics, 7, 1799-1805(2020).

    [106] Zangeneh-Nejad F, Khavasi A, Rejaei B. Analog optical computing by half-wavelength slabs[J]. Optics Communications, 407, 338-343(2018).

    [107] He S S, Zhou J X, Chen S Z et al. Wavelength-independent optical fully differential operation based on the spin-orbit interaction of light[J]. APL Photonics, 5, 036105(2020).

    [108] Mi C Q, Song W Y, Cai X A et al. Tunable optical spatial differentiation in the photonic spin Hall effect[J]. Optics Express, 28, 30222-30232(2020).

    [109] Xu W H, Ling X H, Xu D Y et al. Enhanced optical spatial differential operations via strong spin-orbit interactions in an anisotropic epsilon-near-zero slab[J]. Physical Review A, 104, 053513(2021).

    [110] Xia D X, Wang Y, Zhi Q J. Tunable optical differential operation based on the cross-polarization effect at the optical interface[J]. Optics Express, 29, 31891-31901(2021).

    [111] Youssefi A, Zangeneh-Nejad F, Abdollahramezani S et al. Analog computing by Brewster effect[J]. Optics Letters, 41, 3467-3470(2016).

    [112] Xu D Y, He S S, Zhou J X et al. Optical analog computing of two-dimensional spatial differentiation based on the Brewster effect[J]. Optics Letters, 45, 6867-6870(2020).

    [113] Xu D Y, He S S, Zhou J X et al. Goos-Hänchen effect enabled optical differential operation and image edge detection[J]. Applied Physics Letters, 116, 211103(2020).

    [114] Zhu T F, Lou Y J, Zhou Y H et al. Generalized spatial differentiation from the spin Hall effect of light and its application in image processing of edge detection[J]. Physical Review Applied, 11, 034043(2019).

    [115] He S S, Zhou J X, Chen S Z et al. Spatial differential operation and edge detection based on the geometric spin Hall effect of light[J]. Optics Letters, 45, 877-880(2020).

    [116] Wang R S, He S S, Luo H L. Photonic spin-Hall differential microscopy[J]. Physical Review Applied, 18, 044016(2022).

    [117] Ji Y W, Ma X K, Hu H J et al. Enhanced edge detection based on spin Hall effect in the uniaxial crystal[J]. Frontiers in Physics, 10, 862156(2022).

    [118] Zhu T F, Huang J Y, Ruan Z C. Optical phase mining by adjustable spatial differentiator[J]. Advanced Photonics, 2, 016001(2020).

    [119] Zhu T F, Guo C, Huang J Y et al. Topological optical differentiator[J]. Nature Communications, 12, 680(2021).

    [120] Song B W, Wen S C, Shu W X. Topological differential microscopy based on the spin-orbit interaction of light in a natural crystal[J]. ACS Photonics, 9, 3987-3994(2022).

    [121] Wang Y, Yang Q, He S S et al. Computing metasurfaces enabled broad-band vectorial differential interference contrast microscopy[J]. ACS Photonics, 10, 2201-2207(2023).

    [122] Wang R S, He S S, Chen S Z et al. Computing metasurfaces enabled chiral edge image sensing[J]. iScience, 25, 104532(2022).

    [123] Li T, Yang Y, Liu X Y et al. Enhanced optical edge detection based on a Pancharatnam-Berry flat lens with a large focal length[J]. Optics Letters, 45, 3681-3684(2020).

    [124] He Q, Zhang F, Pu M B et al. Monolithic metasurface spatial differentiator enabled by asymmetric photonic spin-orbit interactions[J]. Nanophotonics, 10, 741-748(2020).

    [125] Xu D Y, Yang H A, Xu W H et al. Inverse design of Pancharatnam-Berry phase metasurfaces for all-optical image edge detection[J]. Applied Physics Letters, 120, 241101(2022).

    [126] Zhou J X, Qian H L, Chen C F et al. Optical edge detection based on high-efficiency dielectric metasurface[J]. Proceedings of the National Academy of Sciences of the United States of America, 116, 11137-11140(2019).

    [127] Zong M X, Liu Y Q, Lü J W et al. Two-dimensional optical differentiator for broadband edge detection based on dielectric metasurface[J]. Optics Letters, 48, 1902-1905(2023).

    [128] Huo P C, Zhang C, Zhu W Q et al. Photonic spin-multiplexing metasurface for switchable spiral phase contrast imaging[J]. Nano Letters, 20, 2791-2798(2020).

    [129] Kim Y J, Lee G Y, Sung J W et al. Spiral metalens for phase contrast imaging[J]. Advanced Functional Materials, 32, 2106050(2022).

    [130] Zhou J X, Qian H L, Zhao J X et al. Two-dimensional optical spatial differentiation and high-contrast imaging[J]. National Science Review, 8, nwaa176(2021).

    [131] Fu W W, Zhao D, Li Z Q et al. Ultracompact meta-imagers for arbitrary all-optical convolution[J]. Light: Science & Applications, 11, 62(2022).

    [132] Wesemann L, Rickett J, Song J C et al. Nanophotonics enhanced coverslip for phase imaging in biology[J]. Light: Science & Applications, 10, 98(2021).

    [133] Zhang Y Z, Lin P C, Huo P C et al. Dielectric metasurface for synchronously spiral phase contrast and bright-field imaging[J]. Nano Letters, 23, 2991-2997(2023).

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    Yongliang Liu, Wenwei Liu, Hua Cheng, Shuqi Chen. Development and Applications of Spatial Optical Analog Computing[J]. Acta Optica Sinica, 2023, 43(16): 1623006

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    Paper Information

    Category: Optical Devices

    Received: Jun. 18, 2023

    Accepted: Jul. 28, 2023

    Published Online: Aug. 1, 2023

    The Author Email: Cheng Hua (hcheng@nankai.edu.cn), Chen Shuqi (schen@nankai.edu.cn)

    DOI:10.3788/AOS231152

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