BiLSTM-Based Human Emotion Classification Using EEG Signal

• Published in: Clinical EEG and neuroscience p. 15500594251364017
• Main Authors: Kumar, Akhilesh, Kumar, Awadhesh
• Format: Journal Article
• Language: English
• Published: United States 31.07.2025
• Subjects: BCI; BiLSTM; affective computing; emotion recognition; EEG

Emotion recognition using electroencephalography (EEG) signals has garnered significant attention due to its applications in affective computing, human-computer interaction, and healthcare. This study employs a Bidirectional Long Short-Term Memory (BiLSTM) network to classify emotions using EEG data...