Publications

Deligiannidis, S., Bogris, A., Mesaritakis, C., & Kopsinis, Y. (2020). Compensation of fiber nonlinearities in digital coherent systems leveraging long short-term memory neural networks. Journal of Lightwave Technology38(21), 5991-5999. DOI: 10.1109/JLT.2020.3007919

Deligiannidis, S., Bogris, A., Mesaritakis, C., & Kopsinis, Y. (2020). Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks. arXiv preprint arXiv:2001.11802.

Bogris, A., Mesaritakis, C., Deligiannidis, S., & Li, P. (2020). Fabry-Perot lasers as enablers for parallel reservoir computing. IEEE Journal of Selected Topics in Quantum Electronics27(2), 1-7. DOI: 10.1109/JSTQE.2020.3011879

Bogris, A., Mesaritakis, C., Deligiannidis, S., & Li, P. (2020). Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing. arXiv preprint arXiv:2005.14261.

Lugnan, A., Gooskens, E., Vatin, J., Dambre, J., & Bienstman, P. (2020). Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry. Scientific Reports10(1), 1-13. DOI: https://doi.org/10.1038/s41598-020-77765-w

Perot, E., de Tournemire, P., Nitti, D., Masci, J., & Sironi, A. (2020). Learning to detect objects with a 1 megapixel event camera. arXiv preprint arXiv:2009.13436.

Skontranis, M., Sarantoglou, G., Deligiannidis, S., Bogris, A., & Mesaritakis, C. (2021). Time-Multiplexed Spiking Convolutional Neural Network Based on VCSELs for Unsupervised Image Classification. Applied Sciences11(4), 1383. DOI: https://doi.org/10.3390/app11041383

Abel, S. (2021, March). An ultra-strong Pockels effect in silicon photonics. In Smart Photonic and Optoelectronic Integrated Circuits XXIII (Vol. 11690, p. 116900Y). International Society for Optics and Photonics. DOI: https://doi.org/10.1117/12.2591232

Sánchez, E., Pérez-López, D., & Capmany, J. (2021). Modeling amplified arbitrary filtered microwave photonic links and systems. Optics Express29(10), 14757-14772. DOI: https://doi.org/10.1364/OE.423613

Macho‐Ortiz, A., Pérez‐López, D., & Capmany, J. (2021). Optical Implementation of 2× 2 Universal Unitary Matrix Transformations. Laser & Photonics Reviews, 2000473. DOI: https://doi.org/10.1002/lpor.202000473

Geler-Kremer, J., Eltes, F., Stark, P., Sharma, A., Caimi, D., Offrein, B. J., … & Abel, S. (2021, June). A Non-Volatile Optical Memory in Silicon Photonics. In 2021 Optical Fiber Communications Conference and Exhibition (OFC) (pp. 1-3). IEEE. https://ieeexplore.ieee.org/abstract/document/9489522

Mesaritakis, C., Sozos, K., Dermanis, D., & Bogris, A. (2021). Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators. arXiv preprint arXiv:2101.04487.

Mesaritakis, C., Sozos, K., Dermanis, D., & Bogris, A. (2021). Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators. In 2021 Optical Fiber Communications Conference and Exhibition (OFC) (pp. 1-3). IEEE. https://ieeexplore.ieee.org/document/9489815

Deligiannidis, S., Mesaritakis, C., & Bogris, A. (2021). Performance and complexity analysis of bi-directional recurrent neural network models vs. volterra nonlinear equalizers in digital coherent systems. arXiv preprint arXiv:2103.03832.

Deligiannidis, S., Mesaritakis, C., & Bogris, A. (2021). Performance and complexity analysis of bi-directional recurrent neural network models vs. volterra nonlinear equalizers in digital coherent systems. Journal of Lightwave Technology39(18), 5791-5798. DOI: 10.1109/JLT.2021.3092415

Sozos, K., Mesaritakis, C., & Bogris, A. (2021, June). Reservoir Computing based on Mutually Injected Phase Modulated Lasers: A monolithic integration approach suitable for short-reach communication systems. In Optical Fiber Communication Conference (pp. W6A-4). Optical Society of America. In 2021 Optical Fiber Communications Conference and Exhibition (OFC) (pp. 1-3). IEEE. https://www.osapublishing.org/abstract.cfm?URI=OFC-2021-W6A.4

Sozos, K., Bogris, A., Bienstman, P., & Mesaritakis C., 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. In 2021 European Conference on Optical Communications (ECOC). IEEE.

Skontranis, M., Sarantoglou, G., Deligiannidis, S., Bogris, A., & Mesaritakis, C. (2020, December). Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network. In 2020 European Conference on Optical Communications (ECOC) (pp. 1-4). IEEE. DOI: 10.1109/ECOC48923.2020.9333320

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