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George Mourgias-Alexandris
George Mourgias-Alexandris
Researcher, Microsoft Research, Cambridge, UK
Verified email at microsoft.com
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Year
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
1892019
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, 2018
1202018
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, 2020
782020
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
522018
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
492018
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
422022
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
392019
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
382022
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
352021
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
322019
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
292017
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
272021
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
272020
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
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
222021
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
202018
Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics
G Mourgias-Alexandris, M Moralis-Pegios, A Tsakyridis, N Passalis, ...
Optics Express 30 (7), 10664-10671, 2022
172022
Photonic neuromorphic computing: Architectures, technologies, and training models
M Moralis-Pegios, A Totovic, A Tsakyridis, G Giamougiannis, ...
2022 optical fiber communications conference and exhibition (OFC), 01-03, 2022
142022
Compute with light: Architectures, technologies and training models for neuromorphic photonic circuits
N Pleros, M Moralis-Pegios, A Totovic, G Dabos, A Tsakyridis, ...
2021 european conference on optical communication (ECOC), 1-4, 2021
142021
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
142019
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