Selection of optimal wavelet features for epileptic EEG signal classification with LSTM
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-020-05666-0
Abstract: Epilepsy remains one of the most common chronic neurological disorders; hence, there is a need to further investigate various models for automatic detection of seizure activity. An effective detection model can be achieved by minimizing… read more here.
Keywords: epileptic eeg; selection optimal; lstm; classification ... See more keywords
Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2016.2637405
Abstract: Recognition of epileptic electroencephalogram (EEG) signals using machine learning techniques is becoming popular. In general, the construction of intelligent epileptic EEG recognition system involves two steps. First, an appropriate feature extraction method is applied to… read more here.
Keywords: epileptic eeg; system; eeg signals; method ... See more keywords