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03/03/2021
Performance and Complexity Analysis of bi-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems
We investigate the complexity and performance of recurrent neural networ...
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05/04/2020
Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing
We introduce the use of Fabry-Perot (FP) lasers as potential neuromorphi...
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03/03/2020
Laser Induced Speckle as a Foundation for Physical Security and Optical Computing
We present a photonic system that exploits the speckle generated by the ...
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01/31/2020
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks
We introduce for the first time the utilization of Long short-term memor...
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01/31/2020