  We experimentally demonstrate a novel, low-complexity Fourier
Convolution-based Network (FConvNet) based equalizer for 112 Gb/s upstream
PAM4-PON. At a BER of 0.005, FConvNet enhances the receiver sensitivity by 2
and 1 dB compared to a 51-tap Sato equalizer and benchmark machine learning
algorithms respectively.
