| 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 | 249 | 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, 2019 | 94 | 2019 |
| 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 | 85 | 2022 |
| 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 | 57 | 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 | 46 | 2019 |
| 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 | 44 | 2022 |
| 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 | 43* | 2021 |
| 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 | 41 | 2019 |
| 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 | 40 | 2023 |
| 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 | 38 | 2021 |
| Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications G Giamougiannis, A Tsakyridis, M Moralis-Pegios, G Mourgias-Alexandris, ... Advanced Photonics 5 (1), 016004-016004, 2023 | 37 | 2023 |
| 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 | 37 | 2022 |
| 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 | 37 | 2021 |
| 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 29 (6: Photonic …, 2023 | 33 | 2023 |
| 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 | 32 | 2021 |
| 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 | 27 | 2022 |
| 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 | 26 | 2020 |
| Universal linear optics revisited: new perspectives for neuromorphic computing with silicon photonics G Giamougiannis, A Tsakyridis, M Moralis-Pegios, AR Totovic, M Kirtas, ... IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2022 | 25 | 2022 |
| 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 | 23 | 2018 |
| Photonic neural networks and optics-informed deep learning fundamentals A Tsakyridis, M Moralis-Pegios, G Giamougiannis, M Kirtas, N Passalis, ... APL Photonics 9 (1), 2024 | 22 | 2024 |
Nikos PlerosProfessor, Aristotle University of ThessalonikiEmail confirmado em csd.auth.gr
