Hybrid Machine Learning and Deep Learning Models for Mental State Classification Using EEG and ECG Signals - Kumar, Jayasheel; Soni, Deepak Kumar; Nijhawan, Ginni; Nagaraju, Krishna Chythanya; Abd Ulabbas Abedi, Tamam Ali; Subhashini, P. (2025 International Conference on Intelligent Control, Computing and Communications (IC3), 2025)
Keywords: Accuracy; Brain modeling; Deep learning; Deep learning in brain activity monitoring; ECG signal classification; EEG signal processing; Electrocardiography; Electroencephalography; Entropy; Feature extraction; Long short term memory; Machine learning for mental tasks; Monitoring; Random forests; Temporal feature extraction