Neural polar decoders are extended to insertion-deletion-substitution and DNA storage channels, achieving near-benchmark decoding and mutual information estimates with reduced complexity.
Channel Polarization: A Method for Constructing Capacity-achieving Codes for Symmetric Binary-input Memoryless Channels
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Neural Polar Decoders for DNA Data Storage
Neural polar decoders are extended to insertion-deletion-substitution and DNA storage channels, achieving near-benchmark decoding and mutual information estimates with reduced complexity.