Time series forecasting using recurrent neural networks and wavelet reconstructed signals.
Angel García-PedreroPilar Gómez-GilPublished in: CONIELECOMP (2010)
Keyphrases
- recurrent neural networks
- artificial neural networks
- mexican hat
- soft threshold
- neuro fuzzy
- feed forward
- complex valued
- neural network
- denoising
- original signal
- recurrent networks
- wavelet analysis
- neural model
- signal processing
- wavelet transform
- wavelet function
- long short term memory
- echo state networks
- hidden layer
- reservoir computing
- bandpass
- wavelet domain
- nonlinear dynamic systems
- cascade correlation
- multiscale
- wavelet coefficients
- feedforward neural networks
- vibration signal
- multiresolution
- back propagation
- genetic algorithm
- lifting wavelet
- feature extraction
- neural models
- power spectrum