A Novel Deep Learning based Improved Cluster based Region Classifier Algorithm to Recognize and Categorize Emotions using EEG Signals

• Published in: 2023 7th International Conference on Intelligent Computing and Control Systems (ICICCS) pp. 242 - 248
• Main Authors: Chakravarthy, G.Kalyana, Suchithra, M
• Format: Conference Proceeding
• Language: English
• Published: IEEE 17.05.2023
• Subjects: Artificial Neural Network; Artificial neural networks; Data processing; Deep learning; electroencephalogram (EEG); Emotion recognition; Feature extraction; ICBRC; Independent component analysis; Independent component analysis (ICA); Visualization

Nowadays deep learning plays vital role in emotion recognition. It distinguishes emotions as easy or multi-models for visual capturing. This works to provide an automatic version for identifying feelings primarily based on EEG signals. The proposed version specializes in developing an effective mode...