Concepedia

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, Spiros Konitsiotis, Dimitris Koutsouris, Dimitrios I. Fotiadis

Computers in Biology and Medicine · 2018 · 627 citations · 58 references

Concepts

ComputingElectrical EngineeringNeuroscienceComputational NeuroscienceEpilepsyMachine LearningDeep LearningElectroencephalogram AnalysisElectroencephalographyElectroencephalography In EpilepsyNeural NetworksStatus EpilepticusDeep Learning For ElectroencephalogramElectroencephalography-based Seizure ClassificationLong Short-term Memory NetworksSeizure PredictionSeizures

References

58

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Computing, Computer Science, Artificial Intelligence +5

PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass et al. · Circulation · 2000 · 14.5K citations · Full text

Engineering, Biomedical Engineering, Physiology +15

Complex network measures of brain connectivity: Uses and interpretations

Mikail Rubinov, Olaf Sporns · NeuroImage · 2009 · 12K citations

Life Sciences, Neurobiology, Neuroscience +14