On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies.
Daniele Di SarliClaudio GallicchioAlessio MicheliPublished in: Comput. Sci. Inf. Syst. (2022)
Keyphrases
- long term
- data sets
- data collection
- image data
- data processing
- data distribution
- data analysis
- high quality
- synthetic data
- small number
- databases
- complex data
- sensor data
- statistical analysis
- data sources
- prior knowledge
- training data
- machine learning
- end users
- missing data
- attribute values
- artificial neural networks
- short term
- experimental data
- missing values
- original data
- data quality
- historical data
- echo state networks