Pipeline FPGA-Based Implementations of ANNs for the Prediction of up to 600-Steps-Ahead of Chaotic Time Series.
Ana Dalia Pano-AzucenaEsteban Tlelo-CuautleBrisbane Ovilla-MartinezLuis Gerardo de la FragaRui LiPublished in: J. Circuits Syst. Comput. (2021)
Keyphrases
- chaotic time series
- feed forward neural networks
- recurrent neural networks
- neural network
- artificial neural networks
- mackey glass
- phase space
- short term
- rbf network
- phase space reconstruction
- back propagation neural network
- radial basis function
- feed forward
- dynamic behavior
- back propagation
- function approximation
- multi layer
- long term
- chaotic systems
- feature extraction
- activation function
- hidden layer
- multilayer perceptron
- support vector machine
- rbf neural network
- hardware implementation
- reinforcement learning