Beyond dimension reduction: Stable electric fields emerge from and allow representational drift.
Dimitris A. PinotsisEarl K. MillerPublished in: NeuroImage (2022)
Keyphrases
- dimension reduction
- electric field
- feature extraction
- high dimensional
- principal component analysis
- variable selection
- low dimensional
- singular value decomposition
- data mining and machine learning
- partial least squares
- random projections
- high dimensional data
- feature space
- feature selection
- high dimensional problems
- high dimensionality
- linear discriminant analysis
- cluster analysis
- unsupervised learning
- discriminative information
- dimension reduction methods
- manifold learning
- concept drift
- dimensionality reduction
- manifold embedding
- high dimensional data analysis
- real world