A Novel CNN With Sliding Window Technique for Enhanced Classification of MI-EEG Sensor Data - Singh, Kamal; Singha, Nitin; Jaswal, Gaurav; Bhalaik, Swati (IEEE sensors journal, 2025)
Keywords: Ablation; Accuracy; Artificial neural networks; Brain modeling; Brain-computer interface (BCI); Classification; convolutional neural network (CNN); Convolutional neural networks; Data models; Datasets; deep learning (DL); Electrodes; Electroencephalography; electroencephalography (EEG); Feature extraction; Filtering; Hand (anatomy); Human-computer interface; Machine learning; machine learning (ML); motor imagery (MI); Motors; Parameter sensitivity; Performance evaluation; sensor; Sensors; Signal processing; Sliding