Sentence examples for approximation capabilities from inspiring English sources
Hornik, K. Approximation capabilities of multilayer feedforward networks.
The advantages of neural network models are summarized: universal approximation capabilities, flexibility, and parsimony.
Multilayer perceptrons have received much attention in recent years due to their universal approximation capabilities.
A basic question that needs to be considered however, is what type of architecture can be used to provide universal function approximation capabilities in spiking networks?
Delayed wavelet networks are used for identification of unknown system dynamics having state delayed terms, thereby the approximation capabilities of delayed wavelet network are utilized.
The strength of universal function approximation capabilities of ANNs is exploited in formulation of mathematical model of the problem based on an unsupervised error.
Optimal approximation capability is observed for this new IFE space.
The controller design is based on the approximation capability of fuzzy systems.
There have been many studies on the simultaneous approximation capability of feedforward neural networks (FNNs).
The simulation results illustrate the approximation capability of NNDOB and the effectiveness of the presented control scheme.
The design is based on the universal approximation capability of the Takagi — Seguno (T-S) fuzzy systems.
