IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-29732-4.html
   My bibliography  Save this article

Single-layer spatial analog meta-processor for imaging processing

Author

Listed:
  • Zhuochao Wang

    (Harbin Institute of Technology)

  • Guangwei Hu

    (National University of Singapore)

  • Xinwei Wang

    (Harbin Institute of Technology)

  • Xumin Ding

    (Harbin Institute of Technology
    Harbin Institute of Technology
    Harbin Institute of Technology
    Harbin Institute of Technology)

  • Kuang Zhang

    (Harbin Institute of Technology)

  • Haoyu Li

    (Harbin Institute of Technology)

  • Shah Nawaz Burokur

    (Univ Paris Nanterre)

  • Qun Wu

    (Harbin Institute of Technology)

  • Jian Liu

    (Harbin Institute of Technology
    Harbin Institute of Technology
    Harbin Institute of Technology
    Harbin Institute of Technology)

  • Jiubin Tan

    (Harbin Institute of Technology
    Harbin Institute of Technology)

  • Cheng-Wei Qiu

    (National University of Singapore)

Abstract

Computational meta-optics brings a twist on the accelerating hardware with the benefits of ultrafast speed, ultra-low power consumption, and parallel information processing in versatile applications. Recent advent of metasurfaces have enabled the full manipulation of electromagnetic waves within subwavelength scales, promising the multifunctional, high-throughput, compact and flat optical processors. In this trend, metasurfaces with nonlocality or multi-layer structures are proposed to perform analog optical computations based on Green’s function or Fourier transform, intrinsically constrained by limited operations or large footprints/volume. Here, we showcase a Fourier-based metaprocessor to impart customized highly flexible transfer functions for analog computing upon our single-layer Huygens’ metasurface. Basic mathematical operations, including differentiation and cross-correlation, are performed by directly modulating complex wavefronts in spatial Fourier domain, facilitating edge detection and pattern recognition of various image processing. Our work substantiates an ultracompact and powerful kernel processor, which could find important applications for optical analog computing and image processing.

Suggested Citation

  • Zhuochao Wang & Guangwei Hu & Xinwei Wang & Xumin Ding & Kuang Zhang & Haoyu Li & Shah Nawaz Burokur & Qun Wu & Jian Liu & Jiubin Tan & Cheng-Wei Qiu, 2022. "Single-layer spatial analog meta-processor for imaging processing," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29732-4
    DOI: 10.1038/s41467-022-29732-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-29732-4
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-29732-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Daniel Brunner & Miguel C. Soriano & Claudio R. Mirasso & Ingo Fischer, 2013. "Parallel photonic information processing at gigabyte per second data rates using transient states," Nature Communications, Nature, vol. 4(1), pages 1-7, June.
    2. Tengfeng Zhu & Yihan Zhou & Yijie Lou & Hui Ye & Min Qiu & Zhichao Ruan & Shanhui Fan, 2017. "Plasmonic computing of spatial differentiation," Nature Communications, Nature, vol. 8(1), pages 1-6, August.
    3. M. Ferrera & Y. Park & L. Razzari & B. E. Little & S. T. Chu & R. Morandotti & D. J. Moss & J. Azaña, 2010. "On-chip CMOS-compatible all-optical integrator," Nature Communications, Nature, vol. 1(1), pages 1-5, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Pengcheng Huo & Le Tan & Yaqi Jin & Yanzeng Zhang & Mingze Liu & Peicheng Lin & Song Zhang & Yilin Wang & Haiyang Ren & Yanqing Lu & Ting Xu, 2024. "Broadband and parallel multiple-order optical spatial differentiation enabled by Bessel vortex modulated metalens," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    2. Xinwei Wang & Hao Wang & Jinlu Wang & Xingsi Liu & Huijie Hao & You Sin Tan & Yilei Zhang & He Zhang & Xiangyan Ding & Weisong Zhao & Yuhang Wang & Zhengang Lu & Jian Liu & Joel K. W. Yang & Jiubin Ta, 2023. "Single-shot isotropic differential interference contrast microscopy," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    3. Dehui Zhang & Dong Xu & Yuhang Li & Yi Luo & Jingtian Hu & Jingxuan Zhou & Yucheng Zhang & Boxuan Zhou & Peiqi Wang & Xurong Li & Bijie Bai & Huaying Ren & Laiyuan Wang & Ao Zhang & Mona Jarrahi & Yu , 2024. "Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    4. Ming Deng & Michele Cotrufo & Jian Wang & Jianji Dong & Zhichao Ruan & Andrea Alù & Lin Chen, 2024. "Broadband angular spectrum differentiation using dielectric metasurfaces," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    5. Yurou Jia & Suying Zhang & Xuan Zhang & Houyou Long & Caibin Xu & Yechao Bai & Ying Cheng & Dajian Wu & Mingxi Deng & Cheng-Wei Qiu & Xiaojun Liu, 2024. "Compact meta-differentiator for achieving isotropically high-contrast ultrasonic imaging," Nature Communications, Nature, vol. 15(1), pages 1-11, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pengyu Fu & Zimeng Xu & Tiankuang Zhou & Hao Li & Jiamin Wu & Qionghai Dai & Yue Li, 2024. "Reconfigurable metamaterial processing units that solve arbitrary linear calculus equations," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    2. Xiangpeng Liang & Yanan Zhong & Jianshi Tang & Zhengwu Liu & Peng Yao & Keyang Sun & Qingtian Zhang & Bin Gao & Hadi Heidari & He Qian & Huaqiang Wu, 2022. "Rotating neurons for all-analog implementation of cyclic reservoir computing," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    3. Minati, Ludovico & Mancinelli, Mattia & Frasca, Mattia & Bettotti, Paolo & Pavesi, Lorenzo, 2021. "An analog electronic emulator of non-linear dynamics in optical microring resonators," Chaos, Solitons & Fractals, Elsevier, vol. 153(P2).
    4. Michele Cotrufo & Shaban B. Sulejman & Lukas Wesemann & Md. Ataur Rahman & Madhu Bhaskaran & Ann Roberts & Andrea Alù, 2024. "Reconfigurable image processing metasurfaces with phase-change materials," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    5. Yurou Jia & Suying Zhang & Xuan Zhang & Houyou Long & Caibin Xu & Yechao Bai & Ying Cheng & Dajian Wu & Mingxi Deng & Cheng-Wei Qiu & Xiaojun Liu, 2024. "Compact meta-differentiator for achieving isotropically high-contrast ultrasonic imaging," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    6. Zi Wang & Lorry Chang & Feifan Wang & Tiantian Li & Tingyi Gu, 2022. "Integrated photonic metasystem for image classifications at telecommunication wavelength," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    7. Pengcheng Huo & Le Tan & Yaqi Jin & Yanzeng Zhang & Mingze Liu & Peicheng Lin & Song Zhang & Yilin Wang & Haiyang Ren & Yanqing Lu & Ting Xu, 2024. "Broadband and parallel multiple-order optical spatial differentiation enabled by Bessel vortex modulated metalens," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    8. Fangjun Hu & Saeed A. Khan & Nicholas T. Bronn & Gerasimos Angelatos & Graham E. Rowlands & Guilhem J. Ribeill & Hakan E. Türeci, 2024. "Overcoming the coherence time barrier in quantum machine learning on temporal data," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    9. Jérôme Sol & David R. Smith & Philipp Hougne, 2022. "Meta-programmable analog differentiator," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    10. Chao Qian & Zhedong Wang & Haoliang Qian & Tong Cai & Bin Zheng & Xiao Lin & Yichen Shen & Ido Kaminer & Erping Li & Hongsheng Chen, 2022. "Dynamic recognition and mirage using neuro-metamaterials," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    11. Ming Deng & Michele Cotrufo & Jian Wang & Jianji Dong & Zhichao Ruan & Andrea Alù & Lin Chen, 2024. "Broadband angular spectrum differentiation using dielectric metasurfaces," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    12. Xinwei Wang & Hao Wang & Jinlu Wang & Xingsi Liu & Huijie Hao & You Sin Tan & Yilei Zhang & He Zhang & Xiangyan Ding & Weisong Zhao & Yuhang Wang & Zhengang Lu & Jian Liu & Joel K. W. Yang & Jiubin Ta, 2023. "Single-shot isotropic differential interference contrast microscopy," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    13. Zi-Lan Deng & Meng-Xia Hu & Shanfeng Qiu & Xianfeng Wu & Adam Overvig & Xiangping Li & Andrea Alù, 2024. "Poincaré sphere trajectory encoding metasurfaces based on generalized Malus’ law," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    14. Yang Liu & Mingchuan Huang & Qiankun Chen & Douguo Zhang, 2022. "Single planar photonic chip with tailored angular transmission for multiple-order analog spatial differentiator," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    15. Min Yan & Can Huang & Peter Bienstman & Peter Tino & Wei Lin & Jie Sun, 2024. "Emerging opportunities and challenges for the future of reservoir computing," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    16. Takatomo Mihana & Yuta Terashima & Makoto Naruse & Song-Ju Kim & Atsushi Uchida, 2018. "Memory Effect on Adaptive Decision Making with a Chaotic Semiconductor Laser," Complexity, Hindawi, vol. 2018, pages 1-8, April.
    17. Michele Cotrufo & Akshaj Arora & Sahitya Singh & Andrea Alù, 2023. "Dispersion engineered metasurfaces for broadband, high-NA, high-efficiency, dual-polarization analog image processing," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
    18. Wang, Tao & Zhou, Hanxu & Fang, Qing & Han, Yanan & Guo, Xingxing & Zhang, Yahui & Qian, Chao & Chen, Hongsheng & Barland, Stéphane & Xiang, Shuiying & Lippi, Gian Luca, 2024. "Reservoir computing-based advance warning of extreme events," Chaos, Solitons & Fractals, Elsevier, vol. 181(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29732-4. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.