Abstract: Reducing the complexity of soft-decision (SD) decoding algorithm or improving the performance of hard-decision (HD) decoding algorithm becomes an emerging ...

Abstract: The high complexity of the Belief Propagation (BP) decoding algorithm in LDPC decoding leads to greater resource consumption and increased communication link latency. This has become a ...

A paper from Google could make local LLMs even easier to run.

from util import sample_vector_from_scheme, mutate2bits, mutate_bit_by_bit, load_config, load_lib, load_rm_decoder, setup_logging, concatenated_decoder_result_wo_noise, gen_codeword, ...

Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...