Abstract: Recently, there has been a growing interest in the exploration of Nonlinear Matrix Decomposition (NMD) due to its close ties with neural networks. NMD aims to find a low-rank matrix from a ...

Abstract: In order to improve the reconstruction accuracy of images in compressed sensing, a quantitative matrix optimization algorithm based on fractional order Duffing system is proposed. Firstly, ...