Emotion Detection from EEG Signals Using Machine Deep Learning Models - Fernandes, João Vitor Marques Rabelo; Alexandria, Auzuir Ripardo de; Marques, João Alexandre Lobo; Assis, Débora Ferreira de; Motta, Pedro Crosara; Silva, Bruno Riccelli dos Santos (Bioengineering (Basel), 2024)
Keywords: Accuracy; Algorithms; Artificial neural networks; Asymmetry; Brain; Brain research; Datasets; Deep learning; EEG; Electric properties; electroencephalogram; Electroencephalography; emotion detection; Emotion recognition; Emotions; graph convolutional neural networks; Graph neural networks; Human-computer interface; Learning algorithms; Machine learning; Neural networks; Power spectral density; Real time; Sensory integration; Signal processing; Support vector machines; Visual stimuli; Voice recognition; deep learning; emotion detection; graph convolutional neural networks; machine learning; emotion recognition; electroencephalogram