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Quantized deep neural network empowering an IM-DD link running in realtime on a field programmable gate array

M. Chagnon, J. Siirtola,T. Rissa, A. Verma

european conference on optical communication(2019)

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Abstract
We demonstrate a communication system whose receiver DSP is an INT5 quantized 9-layer neural network directly extracting information bits processing 1.08 Tb/s of raw data delivering 12.28 Gb/s at a BER of 4×10-5 running in real-time on an FPGA.
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Digital Signal Processing
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