| High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks K Sozos, A Bogris, P Bienstman, G Sarantoglou, S Deligiannidis, ... Communications Engineering 1 (1), 24, 2022 | 33 | 2022 |
| Photonic reservoir computing based on optical filters in a loop as a high performance and low-power consumption equalizer for 100 Gbaud direct detection systems K Sozos, A Bogris, P Bienstman, C Mesaritakis 2021 European Conference on Optical Communication (ECOC), 1-4, 2021 | 19 | 2021 |
| Reservoir computing based on mutually injected phase modulated semiconductor lasers as a monolithic integrated hardware accelerator K Sozos, C Mesaritakis, A Bogris IEEE Journal of Quantum Electronics 57 (5), 1-7, 2021 | 11 | 2021 |
| Spatial photonic reservoir computing based on non-linear phase-to-amplitude conversion in micro-ring resonators C Mesaritakis, K Sozos, D Dermanis, A Bogris Optical Fiber Communication Conference, Tu1H. 2, 2021 | 11 | 2021 |
| Recurrent Neural Networks and Recurrent Optical Spectrum Slicers as Equalizers in High Symbol Rate Optical Transmission Systems K Sozos, S Deligiannidis, G Sarantoglou, C Mesaritakis, A Bogris Journal of Lightwave Technology 41 (15), 5037-5050, 2023 | 7 | 2023 |
| Multimode fabry-perot laser as a reservoir computing and extreme learning machine photonic accelerator M Skontranis, G Sarantoglou, K Sozos, T Kamalakis, C Mesaritakis, ... Neuromorphic Computing and Engineering 3 (4), 044003, 2023 | 6 | 2023 |
| Unconventional integrated photonic accelerators for high-throughput convolutional neural networks A Tsirigotis, G Sarantoglou, M Skontranis, S Deligiannidis, K Sozos, ... Intelligent Computing 2, 0032, 2023 | 6 | 2023 |
| Multichannel Nonlinear Equalization in Coherent WDM Systems Based on Bi-Directional Recurrent Neural Networks S Deligiannidis, KRH Bottrill, K Sozos, C Mesaritakis, P Petropoulos, ... Journal of Lightwave Technology, 2023 | 5 | 2023 |
| Self-Coherent Receiver Based on a Recurrent Optical Spectrum Slicing Neuromorphic Accelerator K Sozos, S Deligiannidis, C Mesaritakis, A Bogris Journal of Lightwave Technology 41 (9), 2666-2674, 2023 | 5 | 2023 |
| Machine learning and neuromorphic computing approaches for the mitigation of transmission impairments in high baud rate transmission systems A Bogris, K Sozos, S Deligiannidis, G Sarantoglou, C Mesaritakis European Conference and Exhibition on Optical Communication, Th2C. 5, 2022 | 3 | 2022 |
| Neuromorphic Integrated Photonics as Hardware Accelerators for Ultra-high Speed Telecom and Imaging Applications A Bogris, K Sozos, A Tsirigotis, C Mesaritakis Photonics in Switching and Computing, W1C. 2, 2021 | 2 | 2021 |
| Reservoir computing based on mutually injected phase modulated lasers: A monolithic integration approach suitable for short-reach communication systems K Sozos, C Mesaritakis, A Bogris Optical Fiber Communication Conference, W6A. 4, 2021 | 2 | 2021 |
| Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides K Sozos, S Deligiannidis, C Mesaritakis, A Bogris IEEE Journal of Quantum Electronics, 2024 | 1 | 2024 |
| Photonic Neuromorphic Accelerator Combined with an Event-Based Neuromorphic Camera for High-Speed Object Classification A Tsirigotis, I Tsilikas, K Sozos, A Bogris, C Mesaritakis European Quantum Electronics Conference, jsiii_3_4, 2023 | 1 | 2023 |
| Experimental demonstration of an extreme learning machine based on Fabry Perot lasers for parallel neuromorphic processing G Sarantoglou, K Sozos, T Kamalakis, C Mesaritakis, A Bogris Optical Fiber Communication Conference, M1G. 3, 2022 | 1 | 2022 |
| Filter-based photonic reservoir computing as a key-enabling platform for all-optical, high-speed processing of time-stretched images and telecomm data A Tsirigotis, I Tsilikas, K Sozos, A Bogris, C Mesaritakis AI and Optical Data Sciences III 12019, 111-118, 2022 | 1 | 2022 |
| Experimental Investigation of a Recurrent Optical Spectrum Slicing Receiver for Intensity Modulation/Direct Detection systems using Programmable Photonics K Sozos, F Da Ros, MP Yankov, G Sarantoglou, S Deligiannidis, ... Journal of Lightwave Technology, 2024 | | 2024 |
| Neuromorphic computing by means of recurrent spectrum slicing for next generation high baud rate transmission systems A Bogris, K Sozos, G Sarantoglou, S Deligiannidis, C Mesaritakis 2023 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2023 | | 2023 |
| Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Media K Sozos, S Deligiannidis, C Mesaritakis, A Bogris European Quantum Electronics Conference, jsiii_1_1, 2023 | | 2023 |
| Integrated Photonic Accelerator Based on Optical Spectrum Slicing for Convolutional Neural Networks A Tsirigotis, G Sarantoglou, S Deligiannidis, K Sozos, A Bogris, ... arXiv preprint arXiv:2303.10357, 2023 | | 2023 |
