All optical integrate and fire neuromorphic node based on single section quantum dot laser G Sarantoglou, M Skontranis, C Mesaritakis IEEE Journal of Selected Topics in Quantum Electronics 26 (5), 1-10, 2019 | 38 | 2019 |
Time-delayed reservoir computing based on a dual-waveband quantum-dot spin polarized vertical cavity surface-emitting laser M Skontranis, G Sarantoglou, A Bogris, C Mesaritakis Optical Materials Express 12 (10), 4047-4060, 2022 | 16 | 2022 |
Micro-ring-resonator based passive photonic spike-time-dependent-plasticity scheme for unsupervised learning in optical neural networks C Mesaritakis, M Skontranis, G Sarantoglou, A Bogris 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 13 | 2020 |
Time-multiplexed spiking convolutional neural network based on VCSELs for unsupervised image classification M Skontranis, G Sarantoglou, S Deligiannidis, A Bogris, C Mesaritakis Applied Sciences 11 (4), 1383, 2021 | 10 | 2021 |
Experimental study of neuromorphic node based on a multiwaveband emitting two-section quantum dot laser G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis Photonics Research 9 (4), B87-B95, 2021 | 9 | 2021 |
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 |
Resonate and Fire Neuromorphic Node based on two-section Quantum Dot Laser with multi-waveband dynamics G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | 1 | 2020 |
Temporal resolution enhancement in quantum-dot laser neurons due to ground state quenching effects G Sarantoglou, M Skontranis, A Bogris, C Mesaritakis 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 1 | 2020 |
Spectro-temporally Multiplexed Reservoir Computing Based on a Multimode Fabry Perot Laser M Skontranis, G Sarantoglou, A Bogris, C Mesaritakis European Conference and Exhibition on Optical Communication, Tu5. 73, 2022 | | 2022 |
Photonic Spiking Convolutional Neural Networks for High-Speed Image Processing M Skontranis, G Sarantoglou, A Bogris, C Mesaritakis 2021 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2021 | | 2021 |
Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network M Skontranis, G Sarantoglou, S Deligiannidis, A Bogris, C Mesaritakis 2020 European Conference on Optical Communications (ECOC), 1-4, 2020 | | 2020 |
Inhibitory Integrate and Fire Neuron based on Quantum-Dot Intra-Band Transitions in a Semiconductor Laser M Skontranis, G Sarantoglou, C Mesaritakis The European Conference on Lasers and Electro-Optics, jsi_p_7, 2019 | | 2019 |
All-optical Inhibitory Integrate and Fire Neuron based on a Single-Section Quantum-Dot Semiconductor Laser M Skontranis, G Sarantoglou, C Mesaritakis CLEO: Science and Innovations, JTu2A. 74, 2019 | | 2019 |