Locally-recurrent neural-networks for real-time adaptive nonlinear prediction of non-stationary signals

Control and Intelligent Systems

Volumn 28, Issue 2, 2000, Pages 65-71

  Hussain, A ^a  

^a UNIVERSITY OF STIRLING   (United Kingdom)

Author keywords

Adaptive nonlinear prediction; Recurrent neural networks

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; CHAOS THEORY; COMPUTATIONAL COMPLEXITY; FEEDFORWARD NEURAL NETWORKS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; NONLINEAR CONTROL SYSTEMS; RADIAL BASIS FUNCTION NETWORKS; REAL TIME SYSTEMS; RECURRENT NEURAL NETWORKS; TIME SERIES ANALYSIS;

ADAPTIVE NONLINEAR PREDICTION; COMPUTATIONALLY EFFICIENT LOCALLY RECURRENT-NETWORKS; FUNCTIONALLY EXPANDED NEURAL NETWORK; VOLTERRA NEURAL NETWORK;

CONTROL SYSTEM SYNTHESIS;

EID: 0034456026     PISSN: 14801752     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (18)

1. Parallel recursive prediction error algorithm for training layered neural networks
2. Progress in supervised neural networks
3. A new connectionist model based on a nonlinear adaptive filter
4. Novel artificial neural network architectures and algorithms for nonlinear dynamical system modelling and digital communications applications
5. A new neural network for nonlinear time series modeling
6. A new adaptive functional-link neural network based DFE for overcoming co-channel interference
7. A learning algorithm for continually running fully recurrent neural network
8. Application of recurrent multi-layered perceptron in modelling complex process dynamics
9. Recurrent neural networks and robust time series prediction
10. Locally recurrent globally feedforward networks: A critical review of architectures
11. Multi-sensor neural-network processing of noisy speech
12. Local feedback multi-layered networks
13. Adaptive IIR filtering
14. Modified least squares algorithm incorporating exponential resetting and forgetting
15. Oscillation and chaos in physiological control systems
16. Evolving recurrent perceptrons for time-series modelling
17. Prediction of chaotic time series using the CNLS-NET - example: The Mackey Glass Equation