Scalp EEG classification using deep Bi-LSTM network for seizure detection

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara et al. · Computers in Biology and Medicine · 2017 · 1.6K citations

Engineering, Computer Science, Electrical Engineering +16

The local mean decomposition and its application to EEG perception data

Jonathan S. Smith · Journal of The Royal Society Interface · 2005 · 963 citations · Full text

Engineering, Neuroscience, Biomedical Signal Processing +16

Automatic recognition of epileptic seizures in the EEG

Jean Gotman · Electroencephalography and Clinical Neurophysiology · 1982 · 667 citations

Medicine, Electrical Engineering, Neuroscience +14

A Long Short-Term Memory deep learning network for the prediction of epileptic seizures using EEG signals

Κostas Μ. Tsiouris, Vasileios C. Pezoulas, Michalis Zervakis et al. · Computers in Biology and Medicine · 2018 · 627 citations

Computing, Electrical Engineering, Neuroscience +14

Mixed-Band Wavelet-Chaos-Neural Network Methodology for Epilepsy and Epileptic Seizure Detection

Samanwoy Ghosh‐Dastidar, Hojjat Adeli, Nahid Dadmehr · IEEE Transactions on Biomedical Engineering · 2007 · 471 citations

Engineering, Biomedical Engineering, Electrical Engineering +17