A Nonlinear Markovian Characterization of Time Series Using Neural Networks.
Christian SchittenkopfGustavo DecoPublished in: Foundations of Computer Science: Potential - Theory - Cognition (1997)
Keyphrases
- neural network
- short term prediction
- auto associative
- fuzzy logic
- neural network model
- nonlinear dynamic systems
- dynamic time warping
- neural nets
- artificial neural networks
- adaptive neural
- pattern recognition
- non stationary
- cellular neural networks
- feed forward
- multi layer
- fuzzy systems
- nonlinear functions
- fault diagnosis
- back propagation
- weight update
- multivariate time series
- nonlinear dynamics
- box jenkins
- nonlinear equations
- hidden layer
- highly nonlinear
- financial time series
- ordinary differential equations
- neural model
- recurrent neural networks
- expert systems
- learning algorithm