How a NPU programming model can boost the ability to port new models onto state-of-the-art embedded silicon.

Abstract: With the rising demand for the performance of sparse matrix-vector multiplication (SpMV) in various fields, traditional optimization approaches for SpMV computation, which are designed ...

This repository provides implementations of various matrix completion algorithms based on convex optimization. Convex optimization is particularly useful in this context because it offers theoretical ...

Abstract: To address the limitations of existing code defect detection methods, which only analyze code defects from a single perspective and produce uninterpretable results, we introduce a new ...

Introduction: Various drugs can markedly disrupt gut microbiota, resulting in a reduction of beneficial microbial populations and precipitating a range of negative clinical consequences. Traditional ...