Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks

Keyphrases

• Convolutional Long Short-term Memory (ConvLSTM) 100%
• Epileptic Seizure Detection 100%
• Seizure Detection 100%
• Time-frequency Domain 66%
• Automatic Feature Extraction 66%
• Deep Learning 33%
• Binary Classification 33%
• Automatically Generate 33%
• Time-based 33%
• Major Change 33%
• Spatial Context 33%
• Frequency-based Approach 33%
• Patient-specific 33%
• New Patients 33%
• Hybrid Model 33%
• Freiburg 33%
• Deep Learning Methods 33%
• Temporal Context 33%
• Three-form 33%
• Convolutional Neural Network 33%
• New Dataset 33%
• Time-frequency 33%
• Ictal 33%
• Interictal 33%
• Epileptic Seizure 33%
• EEG Data 33%
• Long Short-term Memory 33%
• Signal Averaging 33%
• Preictal 33%
• Frequency Domain Signal 33%
• Ternary Classification 33%
• Feature Extractor 33%
• EEG Signals 33%
• Time Domain Signal 33%

Neuroscience

• Neural Network 100%
• Electroencephalography 100%
• Epileptic Seizure 100%
• Short-Term Memory 100%
• Ictal 50%

Biochemistry, Genetics and Molecular Biology

• Short Term Memory 100%
• Feature Extraction 100%
• Ictal 50%