Zeroing neural dynamics (ZND)Discrete modelsSimulative resultsIn this paper, the problem of diagonalizing a symmetric matrix stream (or say, time-varying matrix) is investigated. To fulfill our goal of diagonalization, two error functions are constructed. By making the error functions converge to ...
Neural dynamics remains a crucial field of interest for researchers, owing to its extensive applicability in addressing time-varying challenges across dive
Robust neural dynamics for depth maintenance tracking control of robot manipulators with uncertainty and perturbation IEEE Trans. Autom. Sci. Eng. (2024), 10.1109/TASE.2024.3458998 Google Scholar [28] Chen D., Li X., Li S. A novel convolutional neural network model based on beetle antennae sear...
This article discusses the need for redefinition of the basic aims of education in the U.S. A lively renewal of the American education could emerge out of ... Feldman, Marvin J. - 《Education Digest》 被引量: 1发表: 1970年 A robust and fixed-time zeroing neural dynamics for computing ...
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics classification, 60% of the filters in VGG-16 for CIFAR10 classification, and on medical image models in removing 60% of the channels in a U-Net for instance segmentation and 50% of the channels in CNN mode...
Adaptive discrete zeroing neural dynamics (ADZND)Path followingTarget motion positioningTemporally-varying linear equation (TVLE)? 2023 Elsevier LtdWhile the handling for temporally-varying linear equation (TVLE) has received extensive attention, most methods focused on trading off the conflict between ...
Retracted: Noise-Tolerant Zeroing Neural Dynamics for Solving Hybrid Multilayered Time-Varying Linear Equation Systemdoi:10.1155/2024/9757195LINEAR systemsRESEARCH integrityQUALITY controlThis article from the journal "Security & Communication Networks" has been retracted by Hindawi due to...
introducing a discrete-time double-integral zeroing neural dynamics (DTDIZND) method to address real-time-varying equality-constrained quadratic programming (E... Qiuhong Xiang,Hongfang Gong - Neural Computing and Applications 被引量: 0发表: 2025年 ...
Zeroing neural dynamics (ZND)Permutation matrixKronecker product and vectorizationIn this paper, the future unknown-transpose matrix inequality (FUTMI) as well as scalar inequality is formulated and investigated for the first time. This particular class of inequality may be encountered in scientific ...
Zeroing neural dynamics (ZND)Discrete modelsSimulative resultsIn this paper, the problem of diagonalizing a symmetric matrix stream (or say, time-varying matrix) is investigated. To fulfill our goal of diagonalization, two error functions are constructed. By making the error functions converge to ...