Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis.
Nikolaos PassalisManos KirtasGeorge Mourgias-AlexandrisGeorge DabosNikos PlerosAnastasios TefasPublished in: EUSIPCO (2020)
Keyphrases
- recurrent networks
- recurrent neural networks
- noise reduction
- social networks
- training set
- training phase
- random noise
- complex networks
- test set
- training process
- signal to noise ratio
- training algorithm
- network design
- echo state networks
- training and testing data
- noisy data
- noisy environments
- training examples
- online learning
- network analysis
- financial data
- low signal to noise ratio
- noise model
- arbitrary shape
- additive noise
- median filter
- network structure
- training samples
- input data
- decision trees
- feature selection