Mr. Jih-Liang Hsieh Profile

Jih-Liang Hsieh

at EPFL

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 13 March 2024 Presentation

Local loss function based single pass training of optical neural networks

Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinc, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis

Proceedings Volume PC12903, PC129030L (2024) https://doi.org/10.1117/12.3001573

KEYWORDS: Education and training, Neural networks, Detection and tracking algorithms, Computer hardware, Optical fibers, Nonlinear optics, Error analysis, Computing systems, Complex systems, Channel projecting optics

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SPIE Journal Paper | 25 January 2024 Open Access

Programming nonlinear propagation for efficient optical learning machines

Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc, Uğur Teğin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis

AP, Vol. 6, Issue 01, 016002, (January 2024) https://doi.org/10.1117/12.10.1117/1.AP.6.1.016002

KEYWORDS: Computer programming, Education and training, Nonlinear optics, Wavefronts, Spatial light modulators, Artificial neural networks, Geometrical optics, Image classification, Mathematical optimization, Photonics

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Proceedings Article | 3 October 2022 Presentation

Computing with non-linear interactions in multimode fibers

Ilker Oguz, Jih-Liang Hsieh, Mustafa Yildirim, Demetri Psaltis, Christophe Moser

Proceedings Volume PC12228, PC122280E (2022) https://doi.org/10.1117/12.2633952

KEYWORDS: Multimode fibers, Geometrical optics, Nonlinear optics, Machine learning, Databases, Computer programming

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Proceedings Article | 3 October 2022 Presentation

Programming nonlinearities inside multimode fibers for optical computing (Conference Presentation)

Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc, Ugur Tegin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis

Proceedings Volume PC12225, PC1222501 (2022) https://doi.org/10.1117/12.2632627

KEYWORDS: Multimode fibers, Optical computing, Computer programming, Wavefronts, Nonlinear optics, Machine learning, Electro optical modeling, Transistors, Sensors, Semiconductor lasers

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Proceedings Article | 9 March 2022 Presentation

Scalable nonlinear optical computing with multimode fibers

Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis

Proceedings Volume PC12019, PC120190F (2022) https://doi.org/10.1117/12.2607726

KEYWORDS: Multimode fibers, Nonlinear optics, Neural networks, X-rays, X-ray optics, X-ray imaging, Picosecond phenomena, Optical signal processing, Optical computing, Machine learning

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