Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG.
Ilkay Yildiz PotterGeorge ZerveasCarsten EickhoffDominique DuncanPublished in: CoRR (2023)
Keyphrases
- multivariate time series
- eeg signals
- brain activity
- multivariate time series data
- temporal data
- eeg data
- dimension reduction
- unsupervised learning
- categorical data
- spatial structure
- epileptic seizures
- data sets
- supervised learning
- temporal patterns
- data structure
- computer vision
- semi supervised
- spatio temporal
- phase space reconstruction