electroencephalogram

A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction

A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Seizure prediction using EEG has significant implications for the daily monitoring and treatment of epilepsy patients. However, the task is challenging due to the underlying spatiotemporal correlations and patient heterogeneity.… read more

Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces

Author(s)3: Wen Zhang, Dongrui Wu
Manifold Embedded Knowledge Transfer for Brain-Computer Interfaces 1281 545 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Transfer learning makes use of data or knowledge in one problem to help solve a different, yet related, problem. It is particularly useful in brain-computer interfaces (BCIs), for coping with…

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