Gray code is a systematic ordering of binary numbers in a way that each successive value differs from the previous one in ...

Abstract: We apply the innovations method to Viterbi decoding of convolutional codes. First, we calculate the covariance matrix of the innovation (i.e., the soft-decision input to the main decoder in ...

CGBridge is a novel framework designed to enhance the code understanding capabilities of Large Language Models (LLMs) by integrating rich structural information from code graphs. Our approach follows ...

Abstract: As any polarization-adjusted convolutional (PAC) code can be transformed into a parity-check (PC) polar code with the same set of codewords, this paper proposes a new approach for refining ...

Key insight: model trained on simple data generalizes to complex data without fine-tuning. Support set: S = {(x_1, y_1), ..., (x_n, y_n)} where n = N * K Query set: Q ...