Wavelet networks

Authors:
Q. Zhang;A. Benveniste
Affiliations:
Linkopings Tekniska Hogskola;-
Venue:
IEEE Transactions on Neural Networks
Year:
1992

Citing 0
Cited 55

Geometrical multi-resolution network based on ridgelet frame

Signal Processing
Indirect adaptive control of nonlinear dynamic systems using self recurrent wavelet neural networks via adaptive learning rates

Information Sciences: an International Journal
The design of neuro-fuzzy networks using particle swarm optimization and recursive singular value decomposition

Neurocomputing
Wavelet support vector machine for induction machine fault diagnosis based on transient current signal

Expert Systems with Applications: An International Journal
Adaptive fuzzy wavelet network control design for nonlinear systems

Fuzzy Sets and Systems
Artificial wavelet neural network and its application in neuro-fuzzy models

Applied Soft Computing
B-spline neural network design using improved differential evolution for identification of an experimental nonlinear process

Applied Soft Computing
Incremental constructive ridgelet neural network

Neurocomputing
The hidden neurons selection of the wavelet networks using support vector machines and ridge regression

Neurocomputing
Batch type local search-based adaptive neuro-fuzzy inference system (ANFIS) with self-feedbacks for time-series prediction

Neurocomputing
Fuzzy wavelet neural network for prediction of electricity consumption

Artificial Intelligence for Engineering Design, Analysis and Manufacturing
H∞ reinforcement learning control of robot manipulators using fuzzy wavelet networks

Fuzzy Sets and Systems
Type-2 fuzzy wavelet networks (T2FWN) for system identification using fuzzy differential and Lyapunov stability algorithm

Applied Soft Computing
Artificial neural network and wavelet neural network approaches for modelling of a solar air heater

Expert Systems with Applications: An International Journal
Fabric defect detection using morphological filters

Image and Vision Computing
Iterative algorithm of wavelet network learning from nonuniform data

Neurocomputing
Development of efficient identification scheme for nonlinear dynamic systems using swarm intelligence techniques

Expert Systems with Applications: An International Journal
New fuzzy wavelet neural networks for system identification and control

Applied Soft Computing
Product demand forecasts using wavelet kernel support vector machine and particle swarm optimization in manufacture system

Journal of Computational and Applied Mathematics
A new approach to fuzzy wavelet system modeling

International Journal of Approximate Reasoning
Time-series prediction using a local linear wavelet neural network

Neurocomputing
Composite function wavelet neural networks with extreme learning machine

Neurocomputing
A wavelet subspace method for real-time face tracking

Real-Time Imaging
Design of fuzzy wavelet neural networks using the GA approach for function approximation and system identification

Fuzzy Sets and Systems
Robust identification of nonlinear complex systems using low complexity ANN and particle swarm optimization technique

Expert Systems with Applications: An International Journal
A conservative method of wavelet neural network based meta-modeling in constrained approximate optimization

Computers and Structures
Application of adaptive wavelet neural network to forecast operating reserve requirements in forward ancillary services market

Applied Soft Computing
EEMD method and WNN for fault diagnosis of locomotive roller bearings

Expert Systems with Applications: An International Journal
A type-2 fuzzy wavelet neural network for time series prediction

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Modified wavelet neural network in function approximation and its application in prediction of time-series pollution data

Applied Soft Computing
An adaptive wavelet differential neural networks based identifier and its stability analysis

Neurocomputing
Fuzzy wavelet network identification of optimum operating point of non-crystalline silicon solar cells

Computers & Mathematics with Applications
Wavelet kernel support vector machines forecasting techniques: Case study on water-level predictions during typhoons

Expert Systems with Applications: An International Journal
Local recurrent sigmoidal-wavelet neurons in feed-forward neural network for forecasting of dynamic systems: Theory

Applied Soft Computing
Wavelet neural networks robust control of farm transmission line deicing robot manipulators

Computer Standards & Interfaces
Research on WNN aerodynamic modeling from flight data based on improved PSO algorithm

Neurocomputing
Nonlinear time series modeling and prediction using functional weights wavelet neural network-based state-dependent AR model

Neurocomputing
Adaptive ore grade estimation method for the mineral deposit evaluation

Mathematical and Computer Modelling: An International Journal
A novel approach for high dimension 3D object representation using Multi-Mother Wavelet Network

Multimedia Tools and Applications
Two Types of Haar Wavelet Neural Networks for Nonlinear System Identification

Neural Processing Letters
Removal and interpolation of missing values using wavelet neural network for heterogeneous data sets

Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Time-delay wavelet neural networks model with application to ship control

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
An Improved Decision Support System for Detection of Lesions in Mammograms Using Differential Evolution Optimized Wavelet Neural Network

Journal of Medical Systems
Performance of detecting defects in textile fabric using Gabor Wavelet with statistical and Morphological filters

Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Hybrid adaptive wavelet-neuro-fuzzy system for chaotic time series identification

Information Sciences: an International Journal
Intelligent control of SVC using wavelet neural network to enhance transient stability

Engineering Applications of Artificial Intelligence
An empirical research of B2C enterprise strategic risk evaluation

International Journal of Mobile Communications
Differential evolution trained kernel principal component WNN and kernel binary quantile regression: Application to banking

Knowledge-Based Systems
Financial Distress Prediction of Chinese-Listed Companies Based on PCA and WNNs

International Journal of Advanced Pervasive and Ubiquitous Computing
Intelligent system based on local linear wavelet neural network and recursive least square approach for breast cancer classification

Artificial Intelligence Review
Wavelet Neural Network employment for continuous GNSS orbit function construction: Application for the Assisted-GNSS principle

Applied Soft Computing
Full-adaptive THEN-part equipped fuzzy wavelet neural controller design of FACTS devices to suppress inter-area oscillations

Neurocomputing
A hybrid WA-CPSO-LSSVR model for dissolved oxygen content prediction in crab culture

Engineering Applications of Artificial Intelligence
Wavelet fuzzy LVQ based speaker verification system

International Journal of Speech Technology
Human lower extremity joint moment prediction: A wavelet neural network approach

Expert Systems with Applications: An International Journal

Quantified Score

Hi-index	0.01

Visualization

Abstract

A wavelet network concept, which is based on wavelet transform theory, is proposed as an alternative to feedforward neural networks for approximating arbitrary nonlinear functions. The basic idea is to replace the neurons by `wavelons', i.e., computing units obtained by cascading an affine transform and a multidimensional wavelet. Then these affine transforms and the synaptic weights must be identified from possibly noise corrupted input/output data. An algorithm of backpropagation type is proposed for wavelet network training, and experimental results are reported