Epileptic Seizure Detection Using LSTM: A Deep Learning Technique

Divya Acharya; Richa Bhatia; Anushna Gowreddygari; Varsha Shaju; S. Aparna; Arpit Bhardwaj

doi:10.1007/978-981-16-2712-5_21

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Epileptic Seizure Detection Using LSTM: A Deep Learning Technique

Divya Acharya Richa Bhatia Anushna Gowreddygari Varsha Shaju S. Aparna Arpit Bhardwaj

Year: 2021 Advances in intelligent systems and computing Pages: 245-258 Publisher: Springer Nature

DOI: 10.1007/978-981-16-2712-5_21

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Keywords:

Computer science Epileptic seizure Generalization Artificial intelligence Epilepsy Confusion Multiclass classification Feature (linguistics) Binary classification Machine learning Pattern recognition (psychology) Class (philosophy) Deep learning Confusion matrix Psychology Mathematics Support vector machine

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Topics

EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Epilepsy research and treatment

Health Sciences → Medicine → Psychiatry and Mental health

Neurological disorders and treatments

Health Sciences → Medicine → Neurology

Epileptic Seizure Detection Using LSTM: A Deep Learning Technique

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