84 citations · 222 across the 14 of their papers we have counts for
5 papers · 1 filter
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…
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction
Yankun Xu, Jie Yang, Shiqi Zhao +2
An accurate seizure prediction system enables early warnings before seizure onset of epileptic patients. It is extremely important for drug-refractory patients. Conventional seizur…
Cascade Decoders-Based Autoencoders for Image Reconstruction
Honggui Li, Dimitri Galayko, Maria Trocan +1
Autoencoders are composed of coding and decoding units, hence they hold the inherent potential of high-performance data compression and signal compressed sensing. The main disadvan…
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…
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…