Introduces the first neural probabilistic amplitude shaping using a block-less sequential autoregressive encoder compatible with arithmetic distribution matching that claims reduced rate loss and higher information rates.
Introducing enumerative sphere shap- ing for optical communication systems with short block- lengths
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Sequential Neural Probabilistic Amplitude Shaping: Learning the Channel's Language
Introduces the first neural probabilistic amplitude shaping using a block-less sequential autoregressive encoder compatible with arithmetic distribution matching that claims reduced rate loss and higher information rates.