Expert Systems with Applications: An International Journal
H∞ reinforcement learning control of robot manipulators using fuzzy wavelet networks
Fuzzy Sets and Systems
An AFSA-TSGM Based Wavelet Neural Network for Power Load Forecasting
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
Wavelet differential neural network observer
IEEE Transactions on Neural Networks
Partial Differential Equations Numerical Modeling Using Dynamic Neural Networks
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Neural numerical modeling for uncertain distributed parameter systems
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Wavelet neural network predication for epidemic outbreak
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Research of a non-specific person noise-robust speech recognition system
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
MQPSO based on wavelet neural network for network anomaly detection
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Constructive approximation to multivariate function by decay RBF neural network
IEEE Transactions on Neural Networks
Wavelet based control for a class of delayed nonlinear systems with input constraints
Expert Systems with Applications: An International Journal
Breast cancer diagnosis using WNN based on GA
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
The multidimensional function approximation based on constructive wavelet RBF neural network
Applied Soft Computing
Expert Systems with Applications: An International Journal
Adaptive wavelet neural network friction compensation of mechanical systems
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Fault data compression of power system with wavelet neural network based on wavelet entropy
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Wavelet neural networks robust control of farm transmission line deicing robot manipulators
Computer Standards & Interfaces
Hybrid PSO based wavelet neural networks for intelligent fault diagnosis
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III
3D nonparametric neural identification
Journal of Control Science and Engineering - Special issue on Dynamic Neural Networks for Model-Free Control and Identification
Wavelet fuzzy LVQ based speaker verification system
International Journal of Speech Technology
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“Constructive wavelet networks” are investigated as a universal tool for function approximation. The parameters of such networks are obtained via some “direct” Monte Carlo procedures. Approximation bounds are given. Typically, it is shown that such networks with one layer of “wavelons” achieve an L2 error of order O(N-(ρ/d)), where N is the number of nodes, d is the problem dimension and ρ is the number of summable derivatives of the approximated function. An algorithm is also proposed to estimate this approximation based on noisy input-output data observed from the function under consideration. Unlike neural network training, this estimation procedure does not rely on stochastic gradient type techniques such as the celebrated “backpropagation” and it completely avoids the problem of poor convergence or undesirable local minima