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Concatenated Classic and Neural (CCN) Codes: ConcatenatedAE [article]

Onur Günlü, Rick Fritschek, Rafael F. Schaefer
2023 arXiv   pre-print
Small neural networks (NNs) used for error correction were shown to improve on classic channel codes and to address channel model changes.  ...  We extend the code dimension of any such structure by using the same NN under one-hot encoding multiple times, then serially-concatenated with an outer classic code.  ...  ACKNOWLEDGMENT This work was supported by the German Federal Ministry of Education and Research (BMBF) under the Grants 16KIS1004 and 16KIS1242.  ... 
arXiv:2209.01701v2 fatcat:t7ovxc6r5bfglbzheweltf6m6i