Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction.
Hugo Valadares SiqueiraLevy BoccatoRomis AttuxChristiano LyraPublished in: ICONIP (2) (2012)
Keyphrases
- echo state networks
- extreme learning machines
- recurrent neural networks
- chaotic time series
- mackey glass
- prediction accuracy
- prediction algorithm
- short term
- high prediction accuracy
- prediction model
- comparative study
- short term prediction
- neural network
- prediction error
- artificial neural networks
- information technology
- similarity measure
- image segmentation
- web services
- computer vision
- genetic algorithm