Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator.
Ioannis K. GallosDaniel LehmbergFelix DietrichConstantinos I. SiettosPublished in: CoRR (2023)
Keyphrases
- brain activity
- diffusion maps
- data driven
- neural network
- manifold learning
- dimensionality reduction
- nonlinear dimensionality reduction
- pattern recognition
- semi supervised
- low dimensional
- human subjects
- statistical learning
- brain computer interface
- eeg signals
- functional magnetic resonance imaging
- action classification
- active learning
- unsupervised learning
- high dimensional
- machine learning