An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection.
Alessio BurrelloSimone BenattiKaspar SchindlerLuca BeniniAbbas RahimiPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- epileptic seizures
- ensemble learning
- classifier ensemble
- training data
- training set
- low cost
- multiple classifiers
- ensemble classifier
- low latency
- ensemble pruning
- majority voting
- object detection
- video recordings
- real time
- detection method
- final classification
- decision trees
- decision tree classifiers
- heterogeneous computing
- one class support vector machines
- anomaly detection
- support vector
- ensemble methods
- detection rate
- machine learning methods
- linear classifiers
- classification method
- svm classifier
- feature ranking
- weak learners
- signal processing
- multiple classifier systems
- feature selection
- rule induction algorithm
- randomized trees
- hardware implementation
- discriminative classifiers
- brain activity
- weak classifiers
- prefetching
- machine learning algorithms
- detection algorithm
- computer systems
- machine learning