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Ilker Oguz
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Year
Scalable optical learning operator
U Teğin, M Yıldırım, İ Oğuz, C Moser, D Psaltis
Nature Computational Science 1 (8), 542-549, 2021
1422021
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
662018
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
342022
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
222024
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
222023
Nonlinear processing with linear optics
M Yildirim, NU Dinc, I Oguz, D Psaltis, C Moser
Nature Photonics, 1-7, 2024
212024
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
18*2023
Training of Physical Neural Networks
A Momeni, B Rahmani, B Scellier, LG Wright, PL McMahon, CC Wanjura, ...
arXiv preprint arXiv:2406.03372, 2024
102024
Machine learning with multimode fibers
U Teğin, M Yıldırım, İ Oğuz, C Moser, D Psaltis
CLEO: Science and Innovations, SW3R. 3, 2021
32021
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
22019
Programming the scalable optical learning operator with spatial-spectral optimization
Y Zhou, JL Hsieh, I Oguz, M Yildirim, NU Dinc, C Gigli, KKY Wong, ...
Optical Fiber Technology 87, 103864, 2024
12024
Intraday solar irradiance forecasting using public cameras
R Sarkis, I Oguz, D Psaltis, M Paolone, C Moser, L Lambertini
Solar Energy 275, 112600, 2024
12024
Multicasting Optical Reconfigurable Switch
NU Dinc, M Yildirim, I Oguz, C Moser, D Psaltis
arXiv preprint arXiv:2401.14173, 2024
12024
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
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
Roadmap on Neuromorphic Photonics
D Brunner, BJ Shastri, MAA Qadasi, H Ballani, S Barbay, S Biasi, ...
arXiv preprint arXiv:2501.07917, 2025
2025
Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins
I Oguz, LJE Suter, JL Hsieh, M Yildirim, NU Dinc, C Moser, D Psaltis
arXiv preprint arXiv:2501.07991, 2025
2025
Resource-efficient photonic networks for next-generation AI computing
I Oguz, M Yildirim, JL Hsieh, NU Dinc, C Moser, D Psaltis
Light: Science & Applications 14 (1), 34, 2025
2025
Optical Implementation of Denoising Diffusion Models for Efficient Image Generation
I Oguz, NU Dinc, M Yildirim, J Ke, I Yoo, Q Wang, F Yang, C Moser, ...
Laser Science, FW7B. 3, 2024
2024
On the implementation of nonlinearities in optical neural networks: opinion
NU Dinc, I Oguz, M Yildirim, C Moser, D Psaltis
Optical Materials Express 14 (10), 2413-2418, 2024
2024
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