Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting.
Aleksei MashlakovVille TikkaLasse LensuAleksei RomanenkoSamuli HonkapuroPublished in: EPIA (1) (2019)
Keyphrases
- recurrent neural networks
- hyperparameters
- feed forward
- complex valued
- neural network
- recurrent networks
- chaotic time series
- artificial neural networks
- model selection
- reservoir computing
- echo state networks
- parameter settings
- hidden layer
- neural model
- neural network structure
- random sampling
- bayesian framework
- grid search
- incremental learning
- prior information
- closed form
- cross validation