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George Sarantoglou
George Sarantoglou
PhD student
Verified email at di.uoa.gr
Title
Cited by
Cited by
Year
All optical integrate and fire neuromorphic node based on single section quantum dot laser
G Sarantoglou, M Skontranis, C Mesaritakis
IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-10, 2019
342019
High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks
K Sozos, A Bogris, P Bienstman, G Sarantoglou, S Deligiannidis, ...
Communications Engineering 1 (1), 24, 2022
272022
Micro-ring-resonator based passive photonic spike-time-dependent-plasticity scheme for unsupervised learning in optical neural networks
C Mesaritakis, M Skontranis, G Sarantoglou, A Bogris
2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020
132020
Time-delayed reservoir computing based on a dual-waveband quantum-dot spin polarized vertical cavity surface-emitting laser
M Skontranis, G Sarantoglou, A Bogris, C Mesaritakis
Optical Materials Express 12 (10), 4047-4060, 2022
112022
Time-multiplexed spiking convolutional neural network based on VCSELs for unsupervised image classification
M Skontranis, G Sarantoglou, S Deligiannidis, A Bogris, C Mesaritakis
Applied Sciences 11 (4), 1383, 2021
82021
Bayesian photonic accelerators for energy efficient and noise robust neural processing
G Sarantoglou, A Bogris, C Mesaritakis, S Theodoridis
IEEE Journal of Selected Topics in Quantum Electronics 28 (6: High Density …, 2022
72022
Unconventional integrated photonic accelerators for high-throughput convolutional neural networks
A Tsirigotis, G Sarantoglou, M Skontranis, S Deligiannidis, K Sozos, ...
Intelligent Computing 2, 0032, 2023
62023
Experimental study of neuromorphic node based on a multiwaveband emitting two-section quantum dot laser
G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis
Photonics Research 9 (4), B87-B95, 2021
52021
Recurrent Neural Networks and Recurrent Optical Spectrum Slicers as Equalizers in High Symbol Rate Optical Transmission Systems
K Sozos, S Deligiannidis, G Sarantoglou, C Mesaritakis, A Bogris
Journal of Lightwave Technology 41 (15), 5037-5050, 2023
42023
Multimode fabry-perot laser as a reservoir computing and extreme learning machine photonic accelerator
M Skontranis, G Sarantoglou, K Sozos, T Kamalakis, C Mesaritakis, ...
Neuromorphic Computing and Engineering 3 (4), 044003, 2023
22023
Machine learning and neuromorphic computing approaches for the mitigation of transmission impairments in high baud rate transmission systems
A Bogris, K Sozos, S Deligiannidis, G Sarantoglou, C Mesaritakis
European Conference and Exhibition on Optical Communication, Th2C. 5, 2022
22022
Experimental demonstration of an extreme learning machine based on Fabry Perot lasers for parallel neuromorphic processing
G Sarantoglou, K Sozos, T Kamalakis, C Mesaritakis, A Bogris
Optical Fiber Communication Conference, M1G. 3, 2022
12022
Resonate and Fire Neuromorphic Node based on two-section Quantum Dot Laser with multi-waveband dynamics
G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis
2020 European Conference on Optical Communications (ECOC), 1-4, 2020
12020
Temporal resolution enhancement in quantum-dot laser neurons due to ground state quenching effects
G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis
2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020
12020
Algorithm for parallel microparts manipulation with electrostatic fields
G Sarantoglou, G Kritikou, N Aspragathos, A Tzes
2017 25th Mediterranean Conference on Control and Automation (MED), 1410-1415, 2017
12017
Photonic Neuromorphic Accelerators for Event-Based Imaging Flow Cytometry
I Tsilikas, A Tsirigotis, G Sarantoglou, S Deligiannidis, A Bogris, C Posch, ...
arXiv preprint arXiv:2404.10564, 2024
2024
Experimental Investigation of a Recurrent Optical Spectrum Slicing Receiver for Intensity Modulation/Direct Detection systems using Programmable Photonics
K Sozos, F Da Ros, MP Yankov, G Sarantoglou, S Deligiannidis, ...
arXiv preprint arXiv:2406.16869, 2024
2024
All-Optical, Reconfigurable and Power Independent Neural Activation Function by Means of Phase Modulation
G Sarantoglou, A Bogris, C Mesaritakis
arXiv preprint arXiv:2402.03778, 2024
2024
Neuromorphic computing by means of recurrent spectrum slicing for next generation high baud rate transmission systems
A Bogris, K Sozos, G Sarantoglou, S Deligiannidis, C Mesaritakis
2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2023
2023
Integrated Photonic Accelerator Based on Optical Spectrum Slicing for Convolutional Neural Networks
A Tsirigotis, G Sarantoglou, S Deligiannidis, K Sozos, A Bogris, ...
arXiv preprint arXiv:2303.10357, 2023
2023
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