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Performance and Complexity Analysis of bi-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems


Mar 03, 2021
Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris

* 8 pages, 8 figures 

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Spatial Photonic Reservoir Computing based on Non-Linear Phase-to-Amplitude Conversion in Micro-Ring Resonators


Jan 12, 2021
Charis Mesaritakis, Kostas Sozos, Dimitris Dermanis, Adonis Bogris

* 3 

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Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing


May 04, 2020
Adonis Bogris, Charis Mesaritakis, Stavros Deligiannidis, Pu Li


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Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks


Jan 31, 2020
Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis


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