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[WP4-B10] Implementing Deep Neural Network for Signal Transmission Distortion Mitigation of PAM-4 Generated by Silicon Mach-Zehnder Modulator
Keywords:Access Network and Subsystem, Data Center Network and Subsystem
We propose and demonstrate a distortion mitigation of 50-Gbit/s PAM-4 signal generated by a silicon-based Mach-Zehnder-modulator (SiMZM) after 20-km single-mode-fiber transmission via deep-neural-network (DNN). The implementation of a 2-layer DNN is discussed.
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