A piecewise linear dynamical functional artificial neural network (PWL-DFANN) for nonlinear adaptive time series prediction

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn 1, Issue , 2002, Pages 29-32

  Figueroa, J L ^a   Cousseau, J E ^a   De Figueiredo, R J P ^b  

^a UNIVERSIDAD NACIONAL DEL SUR   (Argentina)

^b University of California at Irvine   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ERROR ANALYSIS; FIR FILTERS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; NONLINEAR FILTERING; PIECEWISE LINEAR TECHNIQUES; SPEECH PROCESSING; TIME SERIES ANALYSIS;

ACTIVATION FUNCTIONS; DYNAMICAL FUNCTIONAL ARTIFICIAL NEURAL NETWORK; NONLINEAR ADAPTIVE TIME SERIES PREDICTION;

ADAPTIVE FILTERING;

EID: 0036280847     PISSN: 02714310     EISSN: None     Source Type: Journal    
DOI: 10.1109/ISCAS.2002.1009769     Document Type: Article

References (18)

1. Nonlinear system modeling based on the Wiener theory
2. A best approximation framework and implementation for simulation of large-scale nonlinear systems
3. A generalized Fock space framework for nonlinear system and signal analysis
4. Nonlinear system identification based on a Fock space framework
5. Nonlinear noise filtering and beam-forming using the perceptron and its Volterra approximation
6. Orthogonal least squares learning algorithm for radial basis function networks
7. Generalization of backpropagation with application to a recurrent gas market model
8. Predicting the future: A connectionist approach
9. A neural network model for nonlinear predictive coding in Fock space
10. Nonlinear adaptive prediction of nonstacionary signals
11. A DCT-based D_FANN for nonlinear adaptive time series prediction
12. A Wiener CPWL adaptive filter
13. Adaptive nonlinear digital filter with canonical piecewise-lineal structure
14. High level canonical piecewise linear representation using a simplicial partition
15. A multi-input multi-output functional artificial neural network
16. Optimal interpolating and smoothing functional artificial neural networks (FANNs) based on a generalized Fock space framework
17. Beyond Volterra and Wiener: Some new results and open problems in nonlinear signal and image processing