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Recent breakthroughs in photonics-based quantum, neuromorphic and analogue processing have pointed out the need for new schemes for fully programmable nanophotonic devices.
Soldano, L. B.; Pennings, E. C. Optical multi-mode interference devices based on self-imaging: principles and applications. Journal of Lightwave Technology 1995
1995
Earlier work this paper cites.
Silberstein, E.; Lalanne, P.; Hugonin, J.-P.; Cao, Q. Use of grating theories in integrated optics. JOSA A 2001
2001
Earlier work this paper cites.
Lalanne, P.; Besbes, M.; Hugonin, J.; Van Haver, S.; Janssen, O.; Nugrowati, A.; Xu, M.; Pereira, S.; Urbach, H.; Van de Nes, A., et al. Numerical analysis of a slit-groove diffraction problem. Journal of the European Optical Society-Rapid Publications 2007
2007
Earlier work this paper cites.
Popoff, S. M.; Lerosey, G.; Carminati, R.; Fink, M.; Boccara, A. C.; Gigan, S. Measuring the Transmission Matrix in Optics: An Approach to the Study and Control of Light Propagation in Disordered Media. Physical Review Letters 2010
2010
Earlier work this paper cites.
Thomson, D.; Hu, Y.; Reed, G.; Fedeli, J.-M. Low loss MMI couplers for high performance MZI modulators. IEEE Photonics Technology Letters 2010
2010
Earlier work this paper cites.
Liu, V.; Jiao, Y.; Miller, D. A. B.; Fan, S. Design methodology for compact photonic-crystal-based wavelength division multiplexers. Opt. Lett. 2011
2011
Earlier work this paper cites.
Jensen, J.; Sigmund, O. Topology optimization for nano-photonics. Laser & Photonics Reviews 2011
2011
Earlier work this paper cites.
Mosk, A. P.; Lagendijk, A.; Lerosey, G.; Fink, M. Controlling waves in space and time for imaging and focusing in complex media. Nature Photonics 2012
2012
Earlier work this paper cites.
Feichtner, T.; Selig, O.; Kiunke, M.; Hecht, B. Evolutionary Optimization of Optical Antennas. Physical Review Letters 2012
2012
Earlier work this paper cites.
Lu, J.; Vučković, J. Nanophotonic Computational Design. Optics Express 2013
2013
Earlier work this paper cites.
Kingma, D. P.; Ba, J. Adam: A Method for Stochastic Optimization. arXiv:1412.6980 [cs] 2014
2014
Earlier work this paper cites.
Zhuang, L.; Roeloffzen, C. G. H.; Hoekman, M.; Boller, K.-J.; Lowery, A. J. Programmable photonic signal processor chip for radiofrequency applications. Optica 2015
2015
Earlier work this paper cites.
Miller, D. A. B. Perfect optics with imperfect components. Optica 2015
2015
Earlier work this paper cites.
Piggott, A. Y.; Lu, J.; Lagoudakis, K. G.; Petykiewicz, J.; Babinec, T. M.; Vučković, J. Inverse design and demonstration of a compact and broadband on-chip wavelength demultiplexer. Nature Photonics 2015
2015
Earlier work this paper cites.
Shen, B.; Wang, P.; Polson, R.; Menon, R. An Integrated-Nanophotonics Polarization Beamsplitter with 2.4 × 2.4 M M m 2 Footprint. Nature Photonics 2015
2015
Earlier work this paper cites.
Chrostowski, L.; Hochberg, M. Silicon photonics design: from devices to systems ; Cambridge University Press, 2015
2015
Earlier work this paper cites.
Bruck, R.; Mills, B.; Troia, B.; Thomson, D. J.; Gardes, F. Y.; Hu, Y.; Mashanovich, G. Z.; Passaro, V. M. N.; Reed, G. T.; Muskens, O. L. Device-Level Characterization of the Flow of Light in Integrated Photonic Circuits Using Ultrafast Photomodulation Spectroscopy. Nature Photonics 2015
2015
Earlier work this paper cites.
Stabile, R.; Albores-Mejia, A.; Rohit, A.; Williams, K. A. Integrated optical switch matrices for packet data networks. Microsyst. Nanoeng. 2016
2016
Earlier work this paper cites.
Clements, W. R.; Humphreys, P. C.; Metcalf, B. J.; Kolthammer, W. S.; Walmsley, I. A. Optimal design for universal multiport interferometers. Optica 2016
2016
Earlier work this paper cites.
Frellsen, L. F.; Ding, Y.; Sigmund, O.; Frandsen, L. H. Topology Optimized Mode Multiplexing in Silicon-on-Insulator Photonic Wire Waveguides. Optics Express 2016
2016
Earlier work this paper cites.
Bruck, R.; Vynck, K.; Lalanne, P.; Mills, B.; Thomson, D. J.; Mashanovich, G. Z.; Reed, G. T.; Muskens, O. L. All-Optical Spatial Light Modulator for Reconfigurable Silicon Photonic Circuits. Optica 2016
2016
Earlier work this paper cites.
Goodfellow, I.; Bengio, Y.; Courville, A. Deep Learning ; MIT Press, 2016
2016
Earlier work this paper cites.
2016
Cited alongside, same era.
2016
Cited alongside, same era.
Chen, X.; Milosevic, M. M.; Thomson, D. J.; Khokhar, A. Z.; Franz, Y.; Runge, A. F. J.; Mailis, S.; Peacock, A. C.; Reed, G. T. Post-fabrication phase trimming of Mach-Zehnder interferometers by laser annealing of germanium implanted waveguides. Photon. Res. 2017
2017
Cited alongside, same era.
Shen, Y.; Harris, N. C.; Skirlo, S.; Prabhu, M.; Baehr-Jones, T.; Hochberg, M.; Sun, X.; Zhao, S.; Larochelle, H.; Englund, D.; Soljacic, M. Deep learning with coherent nanophotonic circuits. Nature Photonics 2017
2017
Cited alongside, same era.
Wiecha, P. R.; Lecestre, A.; Mallet, N.; Larrieu, G. Pushing the Limits of Optical Information Storage Using Deep Learning. Nature Nanotechnology 2019
2019
Later among the works it cites.
Kiarashinejad, Y.; Abdollahramezani, S.; Zandehshahvar, M.; Hemmatyar, O.; Adibi, A. Deep Learning Reveals Underlying Physics of Light–Matter Interactions in Nanophotonic Devices. Advanced Theory and Simulations 2019
2019
Later among the works it cites.
van Niekerk, M.; Steidle, J. A.; Howland, G. A.; Fanto, M. L.; Soures, N.; Zohora, F. T.; Kudithipudi, D.; Preble, S. F. Approximating large scale arbitrary unitaries with integrated multimode interferometers. Quantum Information Science, Sensing, and Computation XI. 2019; p 109840J
2019
Later among the works it cites.
Tahersima, M. H.; Kojima, K.; Koike-Akino, T.; Jha, D.; Wang, B.; Lin, C.; Parsons, K. Deep Neural Network Inverse Design of Integrated Photonic Power Splitters. Scientific Reports 2019
2019
Later among the works it cites.
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Harris, N. C.; Steinbrecher, G. R.; Prabhu, M.; Lahini, Y.; Mower, J.; Bunandar, D.; Chen, C.; Wong, F. N.; Baehr-Jones, T.; Hochberg, M.; Lloyd, S.; Englund, D. Quantum transport simulations in a programmable nanophotonic processor. Nature Photonics 2017
2017
Cited alongside, same era.
Rotter, S.; Gigan, S. Light fields in complex media: mesoscopic scattering meets wave control. Rev. Mod. Phys. 2017
2017
Cited alongside, same era.
Jo, Y.; Park, S.; Jung, J.; Yoon, J.; Joo, H.; Kim, M.-h.; Kang, S.-J.; Choi, M. C.; Lee, S. Y.; Park, Y. Holographic Deep Learning for Rapid Optical Screening of Anthrax Spores. Science Advances 2017
2017
Cited alongside, same era.
Xu, K.; Liu, L.; Wen, X.; Sun, W.; Zhang, N.; Yi, N.; Sun, S.; Xiao, S.; Song, Q. Integrated photonic power divider with arbitrary power ratios. Optics letters 2017
2017
Cited alongside, same era.
I. Higgins,; L. Matthey,; A. Pal,; C. Burgess,; X. Glorot,; M. Botvinick,; S. Mohamed,; A. Lerchner, β \beta -VAE:Learning Basic Visual Concepts with a Constrained Variational Framework. ICLR conference 2017
2017
Cited alongside, same era.
Piggott, A. Y.; Petykiewicz, J.; Su, L.; Vučković, J. Fabrication-Constrained Nanophotonic Inverse Design. Scientific Reports 2017
2017
Cited alongside, same era.
Wiecha, P. R.; Arbouet, A.; Girard, C.; Lecestre, A.; Larrieu, G.; Paillard, V. Evolutionary Multi-Objective Optimization of Colour Pixels Based on Dielectric Nanoantennas. Nature Nanotechnology 2017
2017
Cited alongside, same era.
Harris, N. C.; Carolan, J.; Bunandar, D.; Prabhu, M.; Hochberg, M.; Baehr-Jones, T.; Fanto, M. L.; Smith, A. M.; Tison, C. C.; Alsing, P. M.; Englund, D. Linear programmable nanophotonic processors. Optica 2018
2018
Cited alongside, same era.
2019
Later among the works it cites.
2019
Later among the works it cites.
2019
Later among the works it cites.
Ma, W.; Cheng, F.; Xu, Y.; Wen, Q.; Liu, Y. Probabilistic Representation and Inverse Design of Metamaterials Based on a Deep Generative Model with Semi-Supervised Learning Strategy. Advanced Materials 2019
2019
Later among the works it cites.
Kingma, D. P.; Welling, M. An Introduction to Variational Autoencoders. Foundations and Trends® in Machine Learning 2019
2019
Later among the works it cites.
2019
Later among the works it cites.
Qu, Y.; Jing, L.; Shen, Y.; Qiu, M.; Soljačić, M. Migrating Knowledge between Physical Scenarios Based on Artificial Neural Networks. ACS Photonics 2019
2019
Later among the works it cites.
Bogaerts, W.; Rahim, A. Programmable Photonics: An Opportunity for an Accessible Large-Volume PIC Ecosystem. IEEE Journal of Selected Topics in Quantum Electronics 2020
2020
Closest in time.
Wang, J.; Sciarrino, F.; Laing, A.; Thompson, M. G. Integrated photonic quantum technologies. Nature Photonics 2020
2020
Closest in time.
Yeung, C.; Tsai, J.-M.; King, B.; Kawagoe, Y.; Ho, D.; Knight, M.; Raman, A. P. Elucidating the Behavior of Nanophotonic Structures Through Explainable Machine Learning Algorithms. ACS Photonics 2020
2020
Closest in time.
Elsawy, M. M. R.; Lanteri, S.; Duvigneau, R.; Fan, J. A.; Genevet, P. Numerical Optimization Methods for Metasurfaces. Laser & Photonics Reviews 2020
2020
Closest in time.
Xie, Y.; Huang, T.; Ji, Q.; Yang, M.; Wang, J.; Tu, X.; Cheng, Z.; Xu, G.; Wei, Q.; Wu, Y.; Shum, P. P. Design of an Arbitrary Ratio Optical Power Splitter Based on a Discrete Differential Multiobjective Evolutionary Algorithm. Applied Optics 2020
2020
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Hegde, R. S. Deep Learning: A New Tool for Photonic Nanostructure Design. Nanoscale Advances 2020
2020
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2020
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2020
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2020
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Luo, Y.-T.; Li, P.-Q.; Li, D.-T.; Peng, Y.-G.; Geng, Z.-G.; Xie, S.-H.; Li, Y.; Alù, A.; Zhu, J.; Zhu, X.-F. Probability-Density-Based Deep Learning Paradigm for the Fuzzy Design of Functional Metastructures. Research 2020
2020
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