Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study.
Ngoc Phien NguyenTuan Anh DuongJan PlatosPublished in: IPMV (2023)
Keyphrases
- chaotic time series
- neural network
- recurrent neural networks
- mackey glass
- neural network is trained
- phase space reconstruction
- feed forward
- artificial neural networks
- short term
- pattern recognition
- phase space
- hidden layer
- rbf network
- radial basis function
- feed forward neural networks
- back propagation neural network
- neural model
- network architecture
- function approximation
- back propagation
- multi layer
- activation function
- fuzzy logic
- genetic algorithm
- dynamic behavior
- bp neural network
- dynamic systems
- neural network model