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Vertical cavity surface emitting lasers (VCSELs) based optical interconnect is evolving to 100 Gb/s and beyond. Penalties due to relative intensity noise and mode partition noise become significant and cannot be compensated or equalized by conventional equalizer. As one of the machine learning based DSP algorithms, support vector machine based nonlinear equalizer (SVM-NLE) has been proposed for VCSEL...
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