A topological approach for multivariate time series characterization: the epileptic brain.
Emanuela MerelliMarco PiangerelliMatteo RuccoDaniele TollerPublished in: EAI Endorsed Trans. Self Adapt. Syst. (2016)
Keyphrases
- multivariate time series
- eeg signals
- brain activity
- eeg data
- multivariate time series data
- temporal data
- phase space reconstruction
- temporal patterns
- dimension reduction
- human brain
- computer vision
- autoregressive
- brain computer interface
- spatial structure
- human motion
- epileptic seizures
- high dimensional
- functional magnetic resonance imaging
- least squares