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Epileptic Seizure Detection Using Topographic Maps and Deep Machine Learning
Published on Nov 14, 201938 Views
One third of all epileptic patients is resistant to medical treatment. The construction of machines, that would detect an imminent epileptic attack based on EEG signals, represents an efficient altern
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Chapter list
Epileptic Seizure Detection Using Topographic Maps and Deep Machine Learning00:00
Introduction00:12
1. WHY do we study it?01:09
2. General methods01:56
3. Methodology02:40
3.a.1. Data acquisition03:08
3.b Pre-processing03:51
3.c. Topographic maps05:49
3.d. Classifier06:01
3.e. Regularization and Evaluation06:59
Results –2ndstudy (98% overlap)08:32
Results –1ststudy (80% overlap)09:52
Discussion and Future Perspectives10:50
Conclusions12:19
Thank you for your attention!12:51