46 citations · 176 across the 25 of their papers we have counts for
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cs.LG2021★ 2 cited
CSP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction
Di Wu, Yi Shi, Ziyu Wang +2
Recent development in brain-machine interface technology has made seizure prediction possible. However, the communication of large volume of electrophysiological signals between se…
cs.LG2021★ 1 cited
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction
Ziyu Wang, Jie Yang, Mohamad Sawan
Accurate prediction of epileptic seizures allows patients to take preventive measures in advance to avoid possible injuries. In this work, a novel convolutional neural network (CNN…
cs.NE2021★ 2 cited
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction
Fengshi Tian, Jie Yang, Shiqi Zhao +1
Several high specificity and sensitivity seizure prediction methods with convolutional neural networks (CNNs) are reported. However, CNNs are computationally expensive and power hu…