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05/18/2020
Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications
We investigate methods for experimental performance enhancement of auto-...
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05/18/2020
Optical Fiber Communication Systems Based on End-to-End Deep Learning
We investigate end-to-end optimized optical transmission systems based o...
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12/23/2019
Experimental Demonstration of Learned Time-Domain Digital Back-Propagation
We present the first experimental demonstration of learned time-domain d...
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12/11/2019
Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model
We perform an experimental end-to-end transceiver optimization via deep ...
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10/02/2019
Deep Learning for Communication over Dispersive Nonlinear Channels: Performance and Comparison with Classical Digital Signal Processing
In this paper, we apply deep learning for communication over dispersive ...
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01/24/2019
End-to-End Optimized Transmission over Dispersive Intensity-Modulated Channels Using Bidirectional Recurrent Neural Networks
We propose an autoencoding sequence-based transceiver for communication ...
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04/11/2018