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George Mourgias-Alexandris
George Mourgias-Alexandris
Researcher, Microsoft Research, Cambridge, UK
Bekræftet mail på microsoft.com
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An all-optical neuron with sigmoid activation function
G Mourgias-Alexandris, A Tsakyridis, N Passalis, A Tefas, K Vyrsokinos, ...
Optics express 27 (7), 9620-9630, 2019
1322019
Optics in computing: From photonic network-on-chip to chip-to-chip interconnects and disintegrated architectures
T Alexoudi, N Terzenidis, S Pitris, M Moralis-Pegios, P Maniotis, ...
Journal of Lightwave Technology 37 (2), 363-379, 2019
1032019
Neuromorphic photonics with coherent linear neurons using dual-IQ modulation cells
G Mourgias-Alexandris, A Totović, A Tsakyridis, N Passalis, K Vyrsokinos, ...
Journal of Lightwave Technology 38 (4), 811-819, 2019
612019
High-port low-latency optical switch architecture with optical feed-forward buffering for 256-node disaggregated data centers
N Terzenidis, M Moralis-Pegios, G Mourgias-Alexandris, K Vyrsokinos, ...
Optics Express 26 (7), 8756-8766, 2018
472018
High-port and low-latency optical switches for disaggregated data centers: the Hipoλaos switch architecture
N Terzenidis, M Moralis-Pegios, G Mourgias-Alexandris, T Alexoudi, ...
Journal of Optical Communications and Networking 10 (7), B102-B116, 2018
462018
A 1024-port optical uni-and multicast packet switch fabric
M Moralis-Pegios, N Terzenidis, G Mourgias-Alexandris, K Vyrsokinos, ...
Journal of Lightwave Technology 37 (4), 1415-1423, 2019
302019
Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells
G Giamougiannis, A Tsakyridis, G Mourgias-Alexandris, M Moralis-Pegios, ...
2021 European Conference on Optical Communication (ECOC), 1-4, 2021
262021
On-chip SOI delay line bank for optical buffers and time slot interchangers
M Moralis-Pegios, G Mourgias-Alexandris, N Terzenidis, M Cherchi, ...
IEEE Photonics Technology Letters 30 (1), 31-34, 2017
262017
Training deep photonic convolutional neural networks with sinusoidal activations
N Passalis, G Mourgias-Alexandris, A Tsakyridis, N Pleros, A Tefas
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (3 …, 2019
252019
A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate
G Mourgias-Alexandris, M Moralis-Pegios, S Simos, G Dabos, N Passalis, ...
Optical Fiber Communication Conference, Tu5H. 1, 2021
232021
Multicast-enabling optical switch design employing Si buffering and routing elements
M Moralis-Pegios, N Terzenidis, G Mourgias-Alexandris, M Cherchi, ...
IEEE Photonics Technology Letters 30 (8), 712-715, 2018
232018
All-optical WDM recurrent neural networks with gating
G Mourgias-Alexandris, G Dabos, N Passalis, A Totović, A Tefas, N Pleros
IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-7, 2020
222020
Neuromorphic silicon photonics and hardware-aware deep learning for high-speed inference
M Moralis-Pegios, G Mourgias-Alexandris, A Tsakyridis, G Giamougiannis, ...
Journal of Lightwave Technology 40 (10), 3243-3254, 2022
162022
All-optical 10Gb/s ternary-CAM cell for routing look-up table applications
G Mourgias-Alexandris, C Vagionas, A Tsakyridis, P Maniotis, N Pleros
Optics Express 26 (6), 7555-7562, 2018
142018
A photonic recurrent neuron for time-series classification
G Mourgias-Alexandris, N Passalis, G Dabos, A Totović, A Tefas, N Pleros
Journal of Lightwave Technology 39 (5), 1340-1347, 2021
122021
Training noise-resilient recurrent photonic networks for financial time series analysis
N Passalis, M Kirtas, G Mourgias-Alexandris, G Dabos, N Pleros, A Tefas
2020 28th European Signal Processing Conference (EUSIPCO), 1556-1560, 2021
122021
Theoretical and experimental analysis of burst-mode wavelength conversion via a differentially-biased SOA-MZI
A Tsakyridis, M Moralis-Pegios, C Vagionas, E Ruggeri, ...
Journal of Lightwave Technology 38 (17), 4607-4617, 2020
122020
Variance preserving initialization for training deep neuromorphic photonic networks with sinusoidal activations
N Passalis, G Mourgias-Alexandris, A Tsakyridis, N Pleros, A Tefas
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
122019
Optical content addressable memory matchline for 2-bit address look-up at 10 Gb/s
G Mourgias-Alexandris, C Vagionas, A Tsakyridis, P Maniotis, N Pleros
IEEE Photonics Technology Letters 30 (9), 809-812, 2018
122018
Noise-resilient and high-speed deep learning with coherent silicon photonics
G Mourgias-Alexandris, M Moralis-Pegios, A Tsakyridis, S Simos, ...
Nature Communications 13 (1), 5572, 2022
102022
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