Researching | Experimental optical computing of complex vector convolution with twisted light

Advanced Photonics Nexus, Volume. 2, Issue 4, 046008(2023)

Experimental optical computing of complex vector convolution with twisted light

Ling Hong, Haoxu Guo, Xiaodong Qiu, Fei Lin, Wuhong Zhang^*, and Lixiang Chen^*

Author Affiliations

Xiamen University, Department of Physics, Xiamen, China

show less

Full Text Get PDF

Figures&Tables (6)

References (46)

Paper Information

References(46)

[1] K.-I. Kitayama et al. Novel frontier of photonics for data processing-photonic accelerator. APL Photonics, 4, 090901(2019).

[2] T. F. De Lima et al. Machine learning with neuromorphic photonics. J. Lightwave Technol., 37, 1515-1534(2019).

[3] M. M. Waldrop. The chips are down for Moore’s law. Nature, 530, 144(2016).

[4] M. Lundstrom. Moore’s law forever?. Science, 299, 210-211(2003).

[5] J. Cheng, H. Zhou, J. Dong. Photonic matrix computing: from fundamentals to applications. Nanomaterials, 11, 1683(2021).

[6] H. J. Caulfield, S. Dolev. Why future supercomputing requires optics. Nat. Photonics, 4, 261-263(2010).

[7] D. A. B. Miller. The role of optics in computing. Nat. Photonics, 4, 406-406(2010).

[8] J. Liu et al. Research progress in optical neural networks: theory, applications and developments. PhotoniX, 2, 5(2021).

[9] J. W. Goodman, A. R. Dias, L. M. Woody. Fully parallel, high-speed incoherent optical method for performing discrete Fourier transforms. Opt. Lett., 2, 1-3(1978).

[10] Y. Chen. 4f-type optical system for matrix multiplication. Opt. Eng., 32, 77-79(1993).

[11] P. Yeh, A. E. T. Chiou. Optical matrix-vector multiplication through four-wave mixing in photorefractive media. Opt. Lett., 12, 138-140(1987).

[12] F. Wang, L. Liu, Y. Yin. Optical matrix-matrix multiplication by the use of fixed holographic multi-gratings in a photorefractive crystal. Opt. Commun., 125, 21-26(1996).

[13] W. Zhu et al. Design and experimental verification for optical module of optical vector-matrix multiplier. Appl. Opt., 52, 4412-4418(2013).

[14] J. Spall et al. Fully reconfigurable coherent optical vector-matrix multiplication. Opt. Lett., 45, 5752(2020).

[15] M. Reck et al. Experimental realization of any discrete unitary operator. Phys. Rev. Lett., 73, 58(1994).

[16] W. R. Clements et al. Optimal design for universal multiport interferometers. Optica, 3, 1460-1465(2016).

[17] Y. Huang et al. Programmable matrix operation with reconfigurable time-wavelength plane manipulation and dispersed time delay. Opt. Express, 27, 20456-20467(2019).

[18] L. Yang et al. On-chip CMOS-compatible optical signal processor. Opt. Express, 20, 13560-13565(2012).

[19] H. Zhou et al. Photonic matrix multiplication lights up photonic accelerator and beyond. Light Sci. Appl., 11, 30(2022).

[20] D. Pierangeli, G. Marcucci, C. Conti. Large-scale photonic Ising machine by spatial light modulation. Phys. Rev. Lett., 122, 213902(2019).

[21] T. Zhou et al. Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit. Nat. Photonics, 15, 367-373(2021).

[22] Y. Shen et al. Deep learning with coherent nanophotonic circuits. Nat. Photonics, 11, 441-446(2017).

[23] H. Zhang et al. An optical neural chip for implementing complex-valued neural network. Nat. Commun., 12, 457(2021).

[24] J. Feldmann et al. Parallel convolutional processing using an integrated photonic tensor core. Nature, 589, 52-58(2021).

[25] X. Xu et al. 11 TOPS photonic convolutional accelerator for optical neural networks. Nature, 589, 44-51(2021).

[26] A. Alfalou, C. Brosseau. Recent advances in optical image processing. Prog. Opt., 60, 119-262(2015).

[27] A. Yadav et al. Representation of complex-valued neural networks: a real-valued approach, 331-335(2005).

[28] L. Allen et al. Orbital angular momentum of light and the transformation of Laguerre–Gaussian laser modes. Phys. Rev. A, 45, 8185(1992).

[29] Y. Shen et al. Optical vortices 30 years on: OAM manipulation from topological charge to multiple singularities. Light Sci. Appl., 8, 90(2019).

[30] A. M. Yao, M. J. Padgett. Orbital angular momentum: origins, behavior and applications. Adv. Opt. Photonics, 3, 161-204(2011).

[31] S. Franke-Arnold, L. Allen, M. Padgett. Advances in optical angular momentum. Laser Photonics Rev., 2, 299-313(2008).

[32] L. Chen et al. Making and identifying optical superpositions of high orbital angular momenta. Phys. Rev. A, 88, 053831(2013).

[33] M. Chen et al. Dynamics of microparticles trapped in a perfect vortex beam. Opt. Lett., 38, 4919-4922(2013).

[34] P. Li et al. Generation of perfect vectorial vortex beams. Opt. Lett., 41, 2205-2208(2016).

[35] J. Leach et al. Measuring the orbital angular momentum of a single photon. Phys. Rev. Lett., 88, 257901(2002).

[36] W. Zhang et al. Mimicking Faraday rotation to sort the orbital angular momentum of light. Phys. Rev. Lett., 112, 153601(2014).

[37] G. C. G. Berkhout et al. Efficient sorting of orbital angular momentum states of light. Phys. Rev. Lett., 105, 153601(2010).

[38] Y. Wen et al. Spiral transformation for high-resolution and efficient sorting of optical vortex modes. Phys. Rev. Lett., 120, 193904(2018).

[39] L. Torner, J. P. Torres, S. Carrasco. Digital spiral imaging. Opt. Express, 13, 873-881(2005).

[40] J. Řeháček et al. Experimental test of uncertainty relations for quantum mechanics on a circle. Phys. Rev. A, 77, 032110(2008).

[41] N. K. Fontaine et al. Laguerre–Gaussian mode sorter. Nat. Commun., 10, 1865(2019).

[42] J. M. Hickmann et al. Unveiling a truncated optical lattice associated with a triangular aperture using light’s orbital angular momentum. Phys. Rev. Lett., 105, 053904(2010).

[43] H. Guo, X. Qiu, L. Chen. Simple-diffraction-based deep learning to reconstruct a high-dimensional orbital-angular-momentum spectrum via single-shot measurement. Phys. Rev. Appl., 17, 054019(2022).

[44] X. Lin et al. All-optical machine learning using diffractive deep neural networks. Science, 361, 1004-1008(2018).

[45] A. E. Willner et al. Optical communications using orbital angular momentum beams. Adv. Opt. Photonics, 7, 66-106(2015).

[46] A. A. Pushkina et al. Comprehensive model and performance optimization of phase-only spatial light modulators. Meas. Sci. Technol., 31, 125202(2020).

Tools

Get Citation

Copy Citation Text

Ling Hong, Haoxu Guo, Xiaodong Qiu, Fei Lin, Wuhong Zhang, Lixiang Chen, "Experimental optical computing of complex vector convolution with twisted light," Adv. Photon. Nexus 2, 046008 (2023)

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Research Articles

Received: Apr. 5, 2023

Accepted: Jun. 25, 2023

Published Online: Jul. 20, 2023

The Author Email: Wuhong Zhang (zhangwh@xmu.edu.cn), Lixiang Chen (chenlx@xmu.edu.cn)

DOI:10.1117/1.APN.2.4.046008

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology