Abstract: Power quality issues are required to be addressed properly in forthcoming era of smart meters, smart grids and increase in renewable energy integration. In this paper, Deep Auto-encoder (DAE ...

In our paper, we introduce a margin adaptive synthetic virtual Softmax loss with virtual prototype insertion strategy, which emphasizes the importance of misclassified hard samples. The proposed ...

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Background. In cross-subject electroencephalography (EEG) motor imagery decoding tasks, significant physiological differences among individuals pose substantial challenges. Although Deep Domain ...

Recently, electroencephalogram (EEG) based on motor imagery (MI) have gained significant traction in brain-computer interface (BCI) technology, particularly for the rehabilitation of paralyzed ...