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: We consider the use of polar codes in edge computing and communications applications, and to achieve energy efficiency, we propose implementation of neural network-based decoders for them ...
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