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 | 191 | 2019 |
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 | 78 | 2020 |
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 | 43 | 2022 |
10 Gb/s optical random access memory (RAM) cell A Tsakyridis, T Alexoudi, A Miliou, N Pleros, C Vagionas Optics letters 44 (7), 1821-1824, 2019 | 43 | 2019 |
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 | 40 | 2022 |
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 | 39 | 2019 |
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 | 35 | 2021 |
A 5G fiber wireless 4Gb/s WDM fronthaul for flexible 360 coverage in V-band massive MIMO small cells E Ruggeri, A Tsakyridis, C Vagionas, G Kalfas, RM Oldenbeuving, ... Journal of Lightwave Technology 39 (4), 1081-1088, 2021 | 35 | 2021 |
Programmable photonic neural networks combining WDM with coherent linear optics A Totovic, G Giamougiannis, A Tsakyridis, D Lazovsky, N Pleros Scientific reports 12 (1), 5605, 2022 | 31 | 2022 |
Reconfigurable fiber wireless IFoF fronthaul with 60 GHz phased array antenna and silicon photonic ROADM for 5G mmWave C-RANs A Tsakyridis, E Ruggeri, G Kalfas, RM Oldenbeuving, PWL van Dijk, ... IEEE Journal on Selected Areas in Communications 39 (9), 2816-2826, 2021 | 30 | 2021 |
Coherent photonic crossbar as a universal linear operator G Giamougiannis, A Tsakyridis, Y Ma, A Totovic, D Lazovsky, N Pleros https://arxiv.org/abs/2208.12033, 2021 | 28* | 2021 |
Multi-user V-band uplink using a massive MIMO antenna and a fiber-wireless IFoF fronthaul for 5G mmWave small-cells E Ruggeri, A Tsakyridis, C Vagionas, Y Leiba, G Kalfas, N Pleros, A Miliou Journal of Lightwave Technology 38 (19), 5368-5374, 2020 | 24 | 2020 |
Neuromorphic photonic technologies and architectures: scaling opportunities and performance frontiers G Dabos, DV Bellas, R Stabile, M Moralis-Pegios, G Giamougiannis, ... Optical Materials Express 12 (6), 2343-2367, 2022 | 23 | 2022 |
Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision G Giamougiannis, A Tsakyridis, M Moralis-Pegios, C Pappas, M Kirtas, ... Nanophotonics 12 (5), 963-973, 2023 | 22 | 2023 |
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 | 21 | 2018 |
WDM equipped universal linear optics for programmable neuromorphic photonic processors A Totovic, C Pappas, M Kirtas, A Tsakyridis, G Giamougiannis, N Passalis, ... Neuromorphic Computing and Engineering 2 (2), 024010, 2022 | 20 | 2022 |
Linearity measurements on a 5G mmWave fiber wireless IFoF fronthaul link with analog RF beamforming and 120° degrees steering C Vagionas, E Ruggeri, A Tsakyridis, G Kalfas, Y Leiba, A Miliou, N Pleros IEEE Communications Letters 24 (12), 2839-2843, 2020 | 19 | 2020 |
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 | 17 | 2022 |
25.6 Tbps capacity and sub-µsec latency switching for datacenters using> 1000-port optical packet switch architectures A Tsakyridis, N Terzenidis, G Giamougiannis, M Moralis-Pegios, ... IEEE Journal of Selected Topics in Quantum Electronics 27 (2), 1-11, 2020 | 16 | 2020 |
Programmable tanh-, elu-, sigmoid-, and sin-based nonlinear activation functions for neuromorphic photonics C Pappas, S Kovaios, M Moralis-Pegios, A Tsakyridis, G Giamougiannis, ... IEEE Journal of Selected Topics in Quantum Electronics, 2023 | 15 | 2023 |