Dr. Niyazi Ulas Dinc Profile

Dr. Niyazi Ulas Dinc

at EPFL

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Author

Publications (9)

Proceedings Article | 13 March 2024 Presentation

Optic neural networks using multiple scattering for linear and non-linear transformations

Mustafa Yildirim, Niyazi Ulas Dinc, Ilker Oguz, Demetri Psaltis, Christophe Moser

Proceedings Volume PC12903, PC129030N (2024) https://doi.org/10.1117/12.3001620

KEYWORDS: Neural networks, Nonlinear optics, Multiple scattering, Scattering, Optical networks, Multilayers, Imperfections, Energy efficiency, Electronic components, Data processing

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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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Proceedings Article | 13 March 2024 Presentation

Nonlinear processing with only linear optics (nPOLO)

Christophe Moser, Demetri Psaltis, Mustafa Yildirim, Ulas Dinc, Ilker Uguz

Proceedings Volume PC12901, PC129010S (2024) https://doi.org/10.1117/12.3000998

KEYWORDS: Nonlinear optics, Optical computing, Computer hardware, Artificial intelligence, Spatial light modulators, Optical fibers, Multiple scattering, Multimode fibers, Light scattering, Energy efficiency

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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

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 | 7 March 2022 Presentation

Optimization and 3D printing of waveguide bundles for imaging

Niyazi Ulas Dinc, Giulia Panusa, Demetri Psaltis

Proceedings Volume PC11953, PC1195305 (2022) https://doi.org/10.1117/12.2610014

KEYWORDS: Waveguides, 3D printing, Optical components, Additive manufacturing, Polymers, Plutonium, Optics manufacturing, Beam propagation method, Wave propagation, Two photon polymerization

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Proceedings Article | 1 August 2021 Presentation

Gradient-index volume holograms by 2-photon polymerization

Niyazi Ulas Dinc, Giulia Panusa, Christophe Moser, Demetri Psaltis

Proceedings Volume 11807, 118070D (2021) https://doi.org/10.1117/12.2594248

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Proceedings Article | 20 June 2021 Presentation

Digitally optimized gradient-index optics by additive manufacturing

Niyazi Ulas Dinc, Giulia Panusa, Christophe Moser, Demetri Psaltis

Proceedings Volume 11788, 117880A (2021) https://doi.org/10.1117/12.2594237

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Proceedings Article | 20 August 2020 Presentation

3D printed computer generated volume holograms

Niyazi Ulas Dinc, Joowon Lim, Eirini Kakkava, Christophe Moser, Demetri Psaltis

Proceedings Volume 11472, 114720I (2020) https://doi.org/10.1117/12.2569398

KEYWORDS: Holograms, Volume holography, Computer generated holography, 3D printing, Multiplexing, Optics manufacturing, Multilayers, Optimization (mathematics), Tomography, 3D image processing

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Showing 5 of 9 publications

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