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Ali Cem
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引用次数
引用次数
年份
Foveated near-eye display using computational holography
A Cem, MK Hedili, E Ulusoy, H Urey
Scientific reports 10 (1), 14905, 2020
312020
Data-driven modeling of Mach-Zehnder interferometer-based optical matrix multipliers
A Cem, S Yan, Y Ding, D Zibar, F Da Ros
Journal of Lightwave Technology 41 (16), 5425-5436, 2023
222023
Machine-learning-based equalization for short-reach transmission: neural networks and reservoir computing
F Da Ros, SM Ranzini, R Dischler, A Cem, V Aref, H Bülow, D Zibar
Metro and Data Center Optical Networks and Short-Reach Links IV 11712, 1171205, 2021
202021
Reservoir-computing and neural-network-based equalization for short reach communication
F Da Ros, SM Ranzini, Y Osadchuk, A Cem, BJG Castro, D Zibar
Signal Processing in Photonic Communications, SpTu1J. 1, 2022
62022
Thermal crosstalk modeling and compensation for programmable photonic processors
A Cem, D Sanchez-Jacome, D Pérez-López, F Da Ros
2023 IEEE Photonics Conference (IPC), 1-2, 2023
52023
Comparison of models for training optical matrix multipliers in neuromorphic pics
A Cem, S Yan, UC de Moura, Y Ding, D Zibar, F Da Ros
Optical Fiber Communication Conference, M2G. 5, 2022
52022
Data-efficient modeling of optical matrix multipliers using transfer learning
A Cem, O Jovanovic, S Yan, Y Ding, D Zibar, F Da Ros
CLEO: Science and Innovations, SM3J. 4, 2023
42023
Thermal crosstalk effects in a silicon photonics neuromorphic network
M Orlandin, A Cem, V Curri, A Carena, F Da Ros, P Bardella
2023 International Conference on Numerical Simulation of Optoelectronic …, 2023
32023
Event classification from distributed interferometric sensor using neural network
A Tomasov, P Dejdar, A Cem, P Munster, T Horvath
Optical Fiber Sensors, Th4. 58, 2022
32022
Modeling of optical matrix multipliers using transposed convolutional neural networks
A Cem, S Yan, UC De Moura, Y Ding, D Zibar, F Da Ros
2022 IEEE Photonics Conference (IPC), 1-2, 2022
22022
Thermal Crosstalk Modelling and Compensation Methods for Programmable Photonic Integrated Circuits
I Teofilovic, A Cem, D Sanchez-Jacome, D Perez-Lopez, F Da Ros
arXiv preprint arXiv:2404.10589, 2024
12024
Generalization performance of thermal crosstalk models for programmable photonic integrated circuits
I Teofilovic, A Cem, MP Yankov, D Zibar, F Da Ro
CLEO: Applications and Technology, JTh2A. 116, 2024
2024
Corrections to “Data-Driven Modeling of Mach-Zehnder Interferometer-Based Optical Matrix Multipliers”
A Cem, S Yan, Y Ding, D Zibar, F Da Ros
Journal of Lightwave Technology 42 (7), 2632-2632, 2024
2024
Optimization of 3x3 neuromorphic photonic network for programmable Boolean operations
A Marchisio, A Cem, Y Ding, V Curri, A Carena, F Da Ros, P Bardella
Physics and Simulation of Optoelectronic Devices XXXII 12880, 102-106, 2024
2024
Addressing data scarcity in optical matrix multiplier modeling using transfer learning
A Cem, O Jovanovic, S Yan, Y Ding, D Zibar, F Da Ros
Optics Letters 48 (24), 6553-6556, 2023
2023
Machine learning for photonics: from computing to communication
F Da Ros, A Cem, Y Osadchuk, O Jovanovic, D Zibar
2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2023
2023
Modeling Photonic Integrated Circuits for Optical Computing using Machine Learning
A Cem
Technical University of Denmark, 2023
2023
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