empirical mode decomposition

Deep Neural Network-based Empirical Mode Decomposition for Motor Imagery EEG Classification
Deep Neural Network-based Empirical Mode Decomposition for Motor Imagery EEG Classification 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Motor imagery refers to the brain’s response during the mental simulation of physical activities, which can be detected through electroencephalogram (EEG) signals. However, EEG signals exhibit a low signal-to-noise ratio… read more

Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern
Author(s)3: Chaosong Li, Weidong Zhou, Guoyang Liu, Yanli Zhang, Minxing Geng, Feng-Zhen Liu, Shang Wang, Wei Shang
Seizure Onset Detection Using Empirical Mode Decomposition and Common Spatial Pattern 430 478 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Automatic seizure onset detection plays an important role in epilepsy diagnosis. In this paper, a novel seizure onset detection method is proposed by combining empirical mode decomposition (EMD) of long-term…

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