As an alternative implementation of Slepian-Wolf coding, distributed arithmetic coding is very competitive in short and medium block lengths. The existing distributed arithmetic coding decoder uses ...

The performance of this decoding method across AWGN channel is evaluated. Simulation results show that there are about 1.2dB gains with respect to the performance of traditional decoding of arithmetic ...

Reed–Solomon codes have long been celebrated for their robust error-correction capabilities in digital communications and data storage. Decoding algorithms for these codes continue to evolve ...

Arithmetic coding is a lossless data compression technique that encodes an entire message into a single fractional number within the range [0, 1), rather than assigning fixed-length codes to ...

decompress.py: The script to decompress a binary file by the arithmetic decoding algorithm with a pretrained LLM identical to the compression model. ECCT_forward.py: The script to evaluate a trained ...

A new technical paper titled “Hardware-Efficient Attention for Fast Decoding” was published by researchers at Princeton University. Abstract “LLM decoding is bottlenecked for large batches and long ...