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Ilker Oguz
Ilker Oguz
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Scalable optical learning operator
U Teğin, M Yıldırım, İ Oğuz, C Moser, D Psaltis
Nature Computational Science 1 (8), 542-549, 2021
1142021
Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning
Y Zhang, H Ceylan Koydemir, MM Shimogawa, S Yalcin, A Guziak, T Liu, ...
Light: Science & Applications 7 (1), 108, 2018
652018
Learning to image and compute with multimode optical fibers
B Rahmani, I Oguz, U Tegin, J Hsieh, D Psaltis, C Moser
Nanophotonics 11 (6), 1071-1082, 2022
222022
Nonlinear optical feature generator for machine learning
M Yildirim, I Oguz, F Kaufmann, MR Escalé, R Grange, D Psaltis, C Moser
Apl Photonics 8 (10), 2023
12*2023
Programming nonlinear propagation for efficient optical learning machines
I Oguz, JL Hsieh, NU Dinc, U Teğin, M Yildirim, C Gigli, C Moser, D Psaltis
Advanced Photonics 6 (1), 016002-016002, 2024
92024
Forward–forward training of an optical neural network
I Oguz, J Ke, Q Wang, F Yang, M Yildirim, NU Dinc, JL Hsieh, C Moser, ...
Optics Letters 48 (20), 5249-5252, 2023
82023
Machine learning with multimode fibers
U Teğin, M Yıldırım, İ Oğuz, C Moser, D Psaltis
CLEO: Science and Innovations, SW3R. 3, 2021
32021
Nonlinear Processing with Linear Optics
M Yildirim, NU Dinc, I Oguz, D Psaltis, C Moser
arXiv preprint arXiv:2307.08533, 2023
12023
Optical computing with multimode fiber nonlinearities
U Tegin, M Yildirim, I Oguz, C Moser, D Psaltis
Emerging Topics in Artificial Intelligence (ETAI) 2021 11804, 118040F, 2021
12021
High-Throughput and Label-Free Detection of Motile Parasites in Bodily Fluids Using Lensless Time-Resolved Speckle Imaging
Y Zhang, HC Koydemir, MM Shimogawa, S Yalcin, A Guziak, T Liu, I Oguz, ...
CLEO: Applications and Technology, ATu4K. 2, 2019
12019
Local loss function based single pass training of optical neural networks
I Oguz, J Ke, Q Wang, F Yang, M Yildirim, NU Dinc, JL Hsieh, C Moser, ...
AI and Optical Data Sciences V, PC129030L, 2024
2024
Optic neural networks using multiple scattering for linear and non-linear transformations
M Yildirim, NU Dinc, I Oguz, D Psaltis, C Moser
AI and Optical Data Sciences V, PC129030N, 2024
2024
Programming the scalable optical learning operator with spatial-spectral optimization
Y Zhou, JL Hsieh, I Oguz, M Yildirim, NU Dinc, C Gigli, KKY Wong, ...
arXiv preprint arXiv:2403.02452, 2024
2024
Multicasting Optical Reconfigurable Switch
NU Dinc, M Yildirim, I Oguz, C Moser, D Psaltis
arXiv preprint arXiv:2401.14173, 2024
2024
Nonlinear spatiotemporal optical computing
U Tegin, M Yildirim, I Oguz, C Moser, D Psaltis
Emerging Topics in Artificial Intelligence (ETAI) 2023, PC126550G, 2023
2023
Modelling and Integrating Nonlinear Optical Transformations in Neural Networks
I Oguz, LJE Suter, JL Hsieh, M Yildirim, NU Dinc, C Moser, D Psaltis
Nonlinear Optics, Tu3B. 5, 2023
2023
Optical Computing for Machine Learning with Integrated Waveguides
M Yildirim, I Oguz, F Kaufmann, MR Escale, R Grange, D Psaltis, C Moser
The European Conference on Lasers and Electro-Optics, jsiii_1_6, 2023
2023
Computing with non-linear interactions in multimode fibers
I Oguz, JL Hsieh, M Yildirim, D Psaltis, C Moser
Ultrafast Nonlinear Imaging and Spectroscopy X, PC122280E, 2022
2022
Programming nonlinearities inside multimode fibers for optical computing (Conference Presentation)
I Oguz, JL Hsieh, NU Dinc, U Tegin, M Yildirim, C Gigli, C Moser, D Psaltis
Optics and Photonics for Information Processing XVI, PC1222501, 2022
2022
Scalable nonlinear optical computing with multimode fibers
U Tegin, M Yildirim, I Oguz, JL Hsieh, C Moser, D Psaltis
AI and Optical Data Sciences III, PC120190F, 2022
2022
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Artikelen 1–20