Publications

172 / 3,731 publications found.


  •  Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Wu, P., TaherSima, M., Jha, D.K., Parsons, K., Qi, M., "Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices", Lasers and Photonics Reviews, DOI: 10.1002/​lpor.202000287, Vol. 2020, pp. 2000287, October 2020.
    BibTeX TR2020-135 PDF
    • @article{Tang2020oct,
    • author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Wu, Pengxiang and TaherSima, Mohammad and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
    • title = {Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices},
    • journal = {Lasers and Photonics Reviews},
    • year = 2020,
    • volume = 2020,
    • pages = 2000287,
    • month = oct,
    • doi = {10.1002/lpor.202000287},
    • url = {https://www.merl.com/publications/TR2020-135}
    • }
  •  Kojima, K., Tang, Y., Koike-Akino, T., Wang, Y., Jha, D.K., Parsons, K., TaherSima, M., Sang, F., Klamkin, J., Qi, M., "Inverse Design of Nanophotonic Devices using Deep Neural Networks", Asia Communications and Photonics Conference (ACP), September 2020, pp. Su1A.1.
    BibTeX TR2020-130 PDF Video
    • @inproceedings{Kojima2020sep,
    • author = {Kojima, Keisuke and Tang, Yingheng and Koike-Akino, Toshiaki and Wang, Ye and Jha, Devesh K. and Parsons, Kieran and TaherSima, Mohammad and Sang, Fengqiao and Klamkin, Jonathan and Qi, Minghao},
    • title = {Inverse Design of Nanophotonic Devices using Deep Neural Networks},
    • booktitle = {Asia Communications and Photonics Conference (ACP)},
    • year = 2020,
    • pages = {Su1A.1},
    • month = sep,
    • publisher = {Optical Society of America},
    • isbn = {978-1-943580-82-8},
    • url = {https://www.merl.com/publications/TR2020-130}
    • }
  •  Skvortcov, P., Phillips, I., Forysiak, W., Koike-Akino, T., Kojima, K., Parsons, K., Millar, D.S., "Nonlinearity Tolerant LUT-based Probabilistic Shaping for Extended-Reach Single-Span Links", IEEE Photonics Technology Letters, DOI: 10.1109/​LPT.2020.3006737, Vol. 32, No. 16, pp. 967-970, July 2020.
    BibTeX TR2020-107 PDF
    • @article{Skvortcov2020jul,
    • author = {Skvortcov, Pavel and Phillips, Ian and Forysiak, Wladek and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Millar, David S.},
    • title = {Nonlinearity Tolerant LUT-based Probabilistic Shaping for Extended-Reach Single-Span Links},
    • journal = {IEEE Photonics Technology Letters},
    • year = 2020,
    • volume = 32,
    • number = 16,
    • pages = {967--970},
    • month = jul,
    • doi = {10.1109/LPT.2020.3006737},
    • issn = {1941-0174},
    • url = {https://www.merl.com/publications/TR2020-107}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., Griesser, H., "Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2020.2987210, Vol. 38, No. 10, pp. 2825-2833, April 2020.
    BibTeX TR2020-051 PDF
    • @article{Fehenberger2020apr2,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Griesser, Helmut},
    • title = {Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2020,
    • volume = 38,
    • number = 10,
    • pages = {2825--2833},
    • month = apr,
    • doi = {10.1109/JLT.2020.2987210},
    • issn = {1558-2213},
    • url = {https://www.merl.com/publications/TR2020-051}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching", IEEE Transactions on Communications, DOI: 10.1109/​TCOMM.2020.2966693, Vol. 68, No. 4, pp. 1981-1990, April 2020.
    BibTeX TR2020-050 PDF
    • @article{Fehenberger2020apr,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching},
    • journal = {IEEE Transactions on Communications},
    • year = 2020,
    • volume = 68,
    • number = 4,
    • pages = {1981--1990},
    • month = apr,
    • doi = {10.1109/TCOMM.2020.2966693},
    • issn = {1558-0857},
    • url = {https://www.merl.com/publications/TR2020-050}
    • }
  •  Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation", Journal of Lightwave Technology, DOI: 10.1109/​JLT.2020.2976479, March 2020.
    BibTeX TR2020-033 PDF
    • @article{Koike-Akino2020mar3,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation},
    • journal = {Journal of Lightwave Technology},
    • year = 2020,
    • month = mar,
    • doi = {10.1109/JLT.2020.2976479},
    • url = {https://www.merl.com/publications/TR2020-033}
    • }
  •  Koike-Akino, T., Matsumine, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Variational Quantum Demodulation for Coherent Optical Multi-Dimensional QAM", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2020.T3D.6, March 2020, pp. T3D.6.
    BibTeX TR2020-028 PDF Video Presentation
    • @inproceedings{Koike-Akino2020mar2,
    • author = {Koike-Akino, Toshiaki and Matsumine, Toshiki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Variational Quantum Demodulation for Coherent Optical Multi-Dimensional QAM},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2020,
    • pages = {T3D.6},
    • month = mar,
    • publisher = {OSA},
    • doi = {10.1364/OFC.2020.T3D.6},
    • isbn = {978-1-943580-71-2},
    • url = {https://www.merl.com/publications/TR2020-028}
    • }
  •  Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2020.W2A.54, March 2020, pp. W2A.54.
    BibTeX TR2020-027 PDF
    • @inproceedings{Koike-Akino2020mar,
    • author = {Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2020,
    • pages = {W2A.54},
    • month = mar,
    • publisher = {OSA},
    • doi = {10.1364/OFC.2020.W2A.54},
    • isbn = {978-1-943580-71-2},
    • url = {https://www.merl.com/publications/TR2020-027}
    • }
  •  Kojima, K., TaherSima, M., Koike-Akino, T., Jha, D.K., Tang, Y., Parsons, K., Sang, F., Klamkin, J., "Deep Neural Networks for Designing Integrated Photonics", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2020.Th1A.6, March 2020.
    BibTeX TR2020-057 PDF
    • @inproceedings{Kojima2020mar,
    • author = {Kojima, Keisuke and TaherSima, Mohammad and Koike-Akino, Toshiaki and Jha, Devesh K. and Tang, Yingheng and Parsons, Kieran and Sang, Fengqiao and Klamkin, Jonathan},
    • title = {Deep Neural Networks for Designing Integrated Photonics},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2020,
    • month = mar,
    • publisher = {OSA},
    • doi = {10.1364/OFC.2020.Th1A.6},
    • isbn = {978-1-943580-71-2},
    • url = {https://www.merl.com/publications/TR2020-057}
    • }
  •  Tang, Y., Kojima, K., Koike-Akino, T., Wang, Y., Wu, P., TaherSima, M., Jha, D.K., Parsons, K., Qi, M., "Generative Deep Learning Model for a Multi-level NanoOptic Broadband Power Splitter", Optical Fiber Communication Conference and Exposition (OFC), DOI: 10.1364/​OFC.2020.Th1A.1, March 2020, pp. Th1A.1.
    BibTeX TR2020-025 PDF
    • @inproceedings{Tang2020mar,
    • author = {Tang, Yingheng and Kojima, Keisuke and Koike-Akino, Toshiaki and Wang, Ye and Wu, Pengxiang and TaherSima, Mohammad and Jha, Devesh K. and Parsons, Kieran and Qi, Minghao},
    • title = {Generative Deep Learning Model for a Multi-level NanoOptic Broadband Power Splitter},
    • booktitle = {Optical Fiber Communication Conference and Exposition (OFC)},
    • year = 2020,
    • pages = {Th1A.1},
    • month = mar,
    • publisher = {OSA},
    • doi = {10.1364/OFC.2020.Th1A.1},
    • isbn = {978-1-943580-71-2},
    • url = {https://www.merl.com/publications/TR2020-025}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., Griesser, H., "Analysis of Nonlinear Fiber Interactions for Finite-Length Constant-Composition Sequences", IEEE Journal of Lightwave Technology, DOI: 10.1109/​JLT.2019.2937926, Vol. 38, No. 2, pp. 457-465, February 2020.
    BibTeX TR2020-021 PDF
    • @article{Fehenberger2020feb,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Griesser, Helmut},
    • title = {Analysis of Nonlinear Fiber Interactions for Finite-Length Constant-Composition Sequences},
    • journal = {IEEE Journal of Lightwave Technology},
    • year = 2020,
    • volume = 38,
    • number = 2,
    • pages = {457--465},
    • month = feb,
    • doi = {10.1109/JLT.2019.2937926},
    • issn = {0733-8724},
    • url = {https://www.merl.com/publications/TR2020-021}
    • }
  •  Tang, Y., Kojima, K., Gotoda, M., Nishikawa, S., Hayashi, S., Koike-Akino, T., Parsons, K., Meissner, T., Song, B., Sang, F., Yi, X., Klamkin, J., "InP Grating Coupler Design for Vertical Coupling of InP and Silicon Chips", SPIE Photonics West, DOI: 10.1117/​12.2545082, February 2020.
    BibTeX TR2020-024 PDF Presentation
    • @inproceedings{Tang2020feb,
    • author = {Tang, Yingheng and Kojima, Keisuke and Gotoda, Mitsunobu and Nishikawa, Satoshi and Hayashi, Shusaku and Koike-Akino, Toshiaki and Parsons, Kieran and Meissner, Thomas and Song, Bowen and Sang, Fengqiao and Yi, Xiongsheng and Klamkin, Jonathan},
    • title = {InP Grating Coupler Design for Vertical Coupling of InP and Silicon Chips},
    • booktitle = {SPIE Photonics West},
    • year = 2020,
    • month = feb,
    • publisher = {SPIE},
    • doi = {10.1117/12.2545082},
    • url = {https://www.merl.com/publications/TR2020-024}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Mapping Strategies for Short-Length Probabilistic Shaping", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.0785, September 2019.
    BibTeX TR2019-106 PDF
    • @inproceedings{Fehenberger2019sep,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Mapping Strategies for Short-Length Probabilistic Shaping},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.0785},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-106}
    • }
  •  Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization to Mitigate Fiber Nonlinearity", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.0803, September 2019.
    BibTeX TR2019-088 PDF Presentation
    • @inproceedings{Koike-Akino2019sep,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Neural Turbo Equalization to Mitigate Fiber Nonlinearity},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.0803},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-088}
    • }
  •  Millar, D.S., Fehenberger, T., Yoshida, T., Suzuki, N., Koike-Akino, T., Kojima, K., Parsons, K., "Huffman Coded Sphere Shaping with Short Length Reduced Complexity", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.0784, September 2019.
    BibTeX TR2019-105 PDF
    • @inproceedings{Millar2019sep,
    • author = {Millar, David S. and Fehenberger, Tobias and Yoshida, Tsuyoshi and Suzuki, Naoki and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Huffman Coded Sphere Shaping with Short Length Reduced Complexity},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.0784},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-105}
    • }
  •  Matsumine, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation", European Conference on Optical Communication (ECOC), DOI: 10.1049/​cp.2019.1114, September 2019.
    BibTeX TR2019-092 PDF
    • @inproceedings{Matsumine2019sep,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Short Lattice-Based Shaping Approach Exploiting Non-Binary Coded Modulation},
    • booktitle = {European Conference on Optical Communication (ECOC)},
    • year = 2019,
    • month = sep,
    • publisher = {IET},
    • doi = {10.1049/cp.2019.1114},
    • isbn = {978-1-83953-185-9},
    • url = {https://www.merl.com/publications/TR2019-092}
    • }
  •  Kojima, K., Gotoda, M., Koike-Akino, T., TaherSima, M., Parsons, K., Meissner, T., Song, B., Klamkin, J., "Shallow Angle Grating Coupler", Integrated Photonics Research, Silicon and Nano Photonics (IPR), DOI: 10.1364/​IPRSN.2019.IM3A.6, July 2019.
    BibTeX TR2019-075 PDF
    • @inproceedings{Kojima2019jul,
    • author = {Kojima, Keisuke and Gotoda, Mitsunobu and Koike-Akino, Toshiaki and TaherSima, Mohammad and Parsons, Kieran and Meissner, Thomas and Song, Bowen and Klamkin, Jonathan},
    • title = {Shallow Angle Grating Coupler},
    • booktitle = {Integrated Photonics Research, Silicon and Nano Photonics (IPR)},
    • year = 2019,
    • month = jul,
    • publisher = {Optical Society of America},
    • doi = {10.1364/IPRSN.2019.IM3A.6},
    • url = {https://www.merl.com/publications/TR2019-075}
    • }
  •  Koike-Akino, T., Wang, Y., Cayci, S., Millar, D.S., Kojima, K., Parsons, K., "Hardware-Efficient Quantized Polar Decoding with Optimized Lookup Table", OptoElectronics and Communications Conference and International Conference on Photonics in Switching (OECC/PS), DOI: 10.23919/​PS.2019.8817861, July 2019.
    BibTeX TR2019-070 PDF Presentation
    • @inproceedings{Koike-Akino2019jul,
    • author = {Koike-Akino, Toshiaki and Wang, Ye and Cayci, Semih and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Hardware-Efficient Quantized Polar Decoding with Optimized Lookup Table},
    • booktitle = {OptoElectronics and Communications Conference and International Conference on Photonics in Switching (OECC/PS)},
    • year = 2019,
    • month = jul,
    • doi = {10.23919/PS.2019.8817861},
    • isbn = {978-4-88552-321-2},
    • url = {https://www.merl.com/publications/TR2019-070}
    • }
  •  Sangwan, A., Ma, R., Wang, B., Kim, K.J., Parsons, K., Koike-Akino, T., Wang, P., Orlik, P.V., Teo, K.H., Tasuku, K., Kazunari, K., Fukasawa, T., "CDM-based 4-Channel Digital Beamforming Transmitter Using a Single DAC", IEEE International New Circuits and Systems Conference, DOI: 10.1109/​NEWCAS44328.2019.8961250, June 2019, pp. 1-4.
    BibTeX TR2019-058 PDF
    • @inproceedings{Sangwan2019jun,
    • author = {Sangwan, Amit and Ma, Rui and Wang, Bingnan and Kim, Kyeong Jin and Parsons, Kieran and Koike-Akino, Toshiaki and Wang, Pu and Orlik, Philip V. and Teo, Koon Hoo and Tasuku, Kuriyama and Kazunari, Kihira and Fukasawa, Toru},
    • title = {CDM-based 4-Channel Digital Beamforming Transmitter Using a Single DAC},
    • booktitle = {IEEE International New Circuits and Systems Conference},
    • year = 2019,
    • pages = {1--4},
    • month = jun,
    • publisher = {IEEE},
    • doi = {10.1109/NEWCAS44328.2019.8961250},
    • isbn = {978-1-7281-1031-8},
    • url = {https://www.merl.com/publications/TR2019-058}
    • }
  •  TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D.K., Wang, B., Lin, C., Parsons, K., "Nanostructured Photonic Power Splitter Design via Convolutional Neural Networks", Conference on Lasers and Electro-Optics (CLEO), DOI: 10.1364/​CLEO_SI.2019.SW4J.6, May 2019.
    BibTeX TR2019-027 PDF
    • @inproceedings{TaherSima2019may,
    • author = {TaherSima, Mohammad and Kojima, Keisuke and Koike-Akino, Toshiaki and Jha, Devesh K. and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
    • title = {Nanostructured Photonic Power Splitter Design via Convolutional Neural Networks},
    • booktitle = {Conference on Lasers and Electro-Optics (CLEO)},
    • year = 2019,
    • month = may,
    • publisher = {Optical Society of America},
    • doi = {10.1364/CLEO_SI.2019.SW4J.6},
    • url = {https://www.merl.com/publications/TR2019-027}
    • }
  •  Wang, P., Millar, D.S., Parsons, K., Ma, R., Orlik, P.V., "Range Accuracy Analysis for FMCW Systems with Source Nonlinearity", IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM), DOI: 10.1109/​ICMIM.2019.8726679, April 2019, pp. 1-5.
    BibTeX TR2019-018 PDF
    • @inproceedings{Wang2019apr,
    • author = {Wang, Pu and Millar, David S. and Parsons, Kieran and Ma, Rui and Orlik, Philip V.},
    • title = {Range Accuracy Analysis for FMCW Systems with Source Nonlinearity},
    • booktitle = {IEEE International Conference on Microwaves for Intelligent Mobility (ICMIM)},
    • year = 2019,
    • pages = {1--5},
    • month = apr,
    • doi = {10.1109/ICMIM.2019.8726679},
    • url = {https://www.merl.com/publications/TR2019-018}
    • }
  •  Matsumine, T., Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Polar-Coded Modulation for Joint Channel Coding and Probabilistic Shaping", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2019.M4B.2, March 2019.
    BibTeX TR2018-190 PDF
    • @inproceedings{Matsumine2019mar,
    • author = {Matsumine, Toshiki and Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
    • title = {Polar-Coded Modulation for Joint Channel Coding and Probabilistic Shaping},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2019,
    • month = mar,
    • doi = {10.1364/OFC.2019.M4B.2},
    • url = {https://www.merl.com/publications/TR2018-190}
    • }
  •  Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Partition-Based Probabilistic Shaping for Fiber-Optic Communication Systems", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2019.M4B.3, March 2019.
    BibTeX TR2018-189 PDF
    • @inproceedings{Fehenberger2019mar2,
    • author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
    • title = {Partition-Based Probabilistic Shaping for Fiber-Optic Communication Systems},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2019,
    • month = mar,
    • doi = {10.1364/OFC.2019.M4B.3},
    • url = {https://www.merl.com/publications/TR2018-189}
    • }
  •  TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D.K., Wang, B., Lin, C., Parsons, K., "Deep Neural Network Inverse Modeling for Integrated Photonics", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/​OFC.2019.W3B.5, March 2019.
    BibTeX TR2018-183 PDF
    • @inproceedings{TaherSima2019mar,
    • author = {TaherSima, Mohammad and Kojima, Keisuke and Koike-Akino, Toshiaki and Jha, Devesh K. and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
    • title = {Deep Neural Network Inverse Modeling for Integrated Photonics},
    • booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
    • year = 2019,
    • month = mar,
    • doi = {10.1364/OFC.2019.W3B.5},
    • url = {https://www.merl.com/publications/TR2018-183}
    • }
  •  TaherSima, M., Kojima, K., Koike-Akino, T., Jha, D., Wang, B., Lin, C., Parsons, K., "Deep Neural Network Inverse Design of Integrated Photonic Power Splitters", Nature Scientific Reports, DOI: 10.1038/​s41598-018-37952-2, Vol. 9, pp. 1368, December 2018.
    BibTeX TR2018-180 PDF
    • @article{TaherSima2018dec,
    • author = {TaherSima, Mohammad and Kojima, Keisuke and Koike-Akino, Toshiaki and Jha, Devesh and Wang, Bingnan and Lin, Chungwei and Parsons, Kieran},
    • title = {Deep Neural Network Inverse Design of Integrated Photonic Power Splitters},
    • journal = {Nature Scientific Reports},
    • year = 2018,
    • volume = 9,
    • pages = 1368,
    • month = dec,
    • doi = {10.1038/s41598-018-37952-2},
    • issn = {2045-2322},
    • url = {https://www.merl.com/publications/TR2018-180}
    • }