Rate Compatible LDPC Neural Decoding Network: A Multi-Task Learning Approach
Deep learning based decoding networks have shown significant improvement in decoding
low density parity check (LDPC) codes, but the neural decoders are limited by rate-matching …
low density parity check (LDPC) codes, but the neural decoders are limited by rate-matching …
Streaming Convolutional Neural Network FPGA Architecture for RFSoC Data Converters
A Maclellan, LH Crockett… - 2023 21st IEEE …, 2023 - ieeexplore.ieee.org
This paper presents a novel Convolutional Neural Network (CNN) FPGA architecture
designed to perform processing of radio data in a streaming manner without interruption …
designed to perform processing of radio data in a streaming manner without interruption …