| 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 | 58 | 2022 |
| 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 | 43 | 2022 |
| Coherent photonic crossbar as a universal linear operator G Giamougiannis, A Tsakyridis, Y Ma, A Totovic, D Lazovsky, N Pleros arxiv, 2021 | 43* | 2021 |
| 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 |
| 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 |
| 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 | 36 | 2023 |
| 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 | 32 | 2023 |
| 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 |
| 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 |
| 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 |
| 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 | 20 | 2020 |
| Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards Fj/MAC and TMAC/sec/mm2 Engines A Tsakyridis, G Giamougiannis, M Moralis-Pegios, G Mourgias-Alexandris, ... IEEE Journal of Selected Topics in Quantum Electronics 28 (6: High Density …, 2022 | 18 | 2022 |
| Coherent photonic computing architectures N Pleros, D Lazovsky, G Giamougiannis, A Tsakyridis, A Totovic US Patent 11,817,903, 2023 | 17 | 2023 |
| 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 | 16 | 2022 |
| 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 | 16 | 2021 |
| Perfect linear optics using silicon photonics M Moralis-Pegios, G Giamougiannis, A Tsakyridis, D Lazovsky, N Pleros Nature Communications 15 (1), 5468, 2024 | 14 | 2024 |
| Fidelity restorable universal linear optics A Tsakyridis, G Giamougiannis, A Totovic, N Pleros Advanced Photonics Research 3 (10), 2200001, 2022 | 11 | 2022 |
| Balanced photonic architectures for matrix computations Y Ma, N Pleros, D Lazovsky, G Giamougiannis, A Tsakyridis, A Totovic, ... US Patent 11,509,397, 2022 | 10 | 2022 |
| Silicon photonic neuromorphic computing with 16 GHz input data and weight update line rates A Tsakyridis, G Giamougiannis, G Mourgias-Alexandris, A Totovic, ... 2022 conference on lasers and electro-optics (CLEO), 1-2, 2022 | 10 | 2022 |
Nikos PlerosProfessor, Aristotle University of ThessalonikiVerified email at csd.auth.gr