Deep Learning for Epileptic Spike Detection

• Main Authors: Le, Thanh Xuyen, Le, Trung Thanh, Dinh, Van Viet, Tran, Quoc Long, Nguyen, Linh Trung, Nguyen, Duc Thuan
• Format: Article
• Language: English
• Published: H. : ĐHQGHN 2018
• Subjects: Electroencephalogram (EEG); Epileptic spikes; Deep Belief Network (DBN); Deep learning
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/62401; https://doi.org/10.25073/2588-1086/vnucsce.156
• Institution: Vietnam National University, Hanoi

In the clinical diagnosis of epilepsy using electroencephalogram (EEG) data, an accurate automatic epileptic spikes detection system is highly useful and meaningful in that the conventional manual process is not only very tedious and time-consuming, but also subjective since it depends on the knowle...