Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm.
Marcos LupiónJuan F. SanjuanJavier Medina QueroPilar Martínez OrtigosaPublished in: ISAmI (2022)
Keyphrases
- low cost
- learning algorithm
- epileptic seizures
- eeg signals
- detection rate
- management system
- embedded systems
- detection algorithm
- detection method
- real time
- false positives
- training data
- video recordings
- false alarms
- medical devices
- automatic detection
- reinforcement learning
- learning machines
- smart objects
- low power consumption
- batch processing
- scanning devices
- low power
- highly efficient
- active learning
- back propagation
- anomaly detection
- digital libraries
- object detection