EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices.
Paola BusiaAndrea CossettiniThorir Mar IngolfssonSimone BenattiAlessio BurrelloMoritz SchererMatteo Antonio ScrugliPaolo MeloniLuca BeniniPublished in: BioCAS (2022)
Keyphrases
- continuous monitoring
- health monitoring
- epileptic seizures
- eeg signals
- real time
- wearable sensors
- wearable devices
- wireless sensor networks
- healthy subjects
- fuzzy logic
- mobile devices
- monitoring system
- spatial queries
- health monitoring systems
- sensor data
- human computer interaction
- eeg data
- temporal lobe epilepsy
- brain activity
- power supply
- ambient intelligence
- xml data
- data streams