Abstract: We propose an all-optical low-density parity-check (LDPC) decoder using deep unfolding with learnable damping parameters to mitigate system noise. Our approach enhances the performance of ...
ABSTRACT: A new nano-based architectural design of multiple-stream convolutional homeomorphic error-control coding will be conducted, and a corresponding hierarchical implementation of important class ...
Abstract: Recently, deep learning has demonstrated improvements over classical decoding algorithms in various families of error-correcting codes with short to moderate block lengths. Neural decoders ...
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