Principal Component Modes of Reservoir Dynamics in Reservoir Computing.
José María EnguitaIgnacio DíazDiego GarcíaAbel Alberto Cuadrado VegaJosé Ramón RodríguezPublished in: AIAI Workshops (2023)
Keyphrases
- reservoir computing
- principal components
- recurrent neural networks
- principal component analysis
- dimensionality reduction
- dynamic model
- principal component regression
- multivariate data
- kernel space
- principal components analysis
- correlation coefficient
- hyperplane
- dynamical systems
- feature set
- objective function
- covariance matrix
- control system