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30.129  Articles
1 of 3.014 pages  |  10  records  |  more records»
The article presents the structural-parametric synthesis of an ensemble of neural networks of various architectures based on their individual contribution. Topologies and learning algorithms for each classifier are considered. It is described the algorith... see more

The paper is devoted to the structural – parametrical design of the control systems for unmanned aerial vehicles. The structural – parametrical design of control systems was carried out with use of the separation theorem. The optimum law of control with u... see more

The synthesis method based on the use of information invariants is proposed, and structural-parametric synthesis of the Quanton diagnostic and health complex is performed. Structural and parametric optimization of the complex is carried out according to t... see more

The problem of construction of deep neural networks with the use of genetic algorithms is considered. The problem of structural-parametric synthesis with creation of neural networks is defined. The main purpose of the study is to find a deep neural networ... see more

It is considered the problem of structural-parametric synthesis of a hybrid neural networks based on the use of Group Method of Data Handling neural network. Hybridization is achieved through the use of various neurons: classical, nonlinearAdaline, R-neur... see more

The problem of structural-parametric synthesis of hybrid neural network based on the use of multilayer perceptron topology is considered. Hybridization is achieved through the use of artificial neurons of different types, namely Q-neuron, W-neuron and cla... see more

It is considered the problem of structural-parametric synthesis of a hybrid neural networks based on the use of radial basis network. Hybridization is achieved through the use of various radial basis functions: Gaussian, multivariate, inverse quadratic, i... see more

The method of structural and parametric synthesis of feedforward neural networks is considered, which includes Sigmoid Piecewise neurons, used in the process of a predictive model construction. The article describes the principles of a new developed Sigmo... see more

The paper deals with basic principles of the design of robust systems assigned for stabilization of navigation sensors of the precision attitude and heading reference systems operated on the marine vehicles. The possibilities of the mathematical descripti... see more

1 of 3.014 pages  |  10  records  |  more records»