Código QR

A dual-branch deep learning framework for emotion recognition from EEG signals

Abstract Mental health monitoring through emotion recognition plays an important role in early intervention and personalized healthcare systems. Traditional EEG-based emotion recognition approaches have encountered significant limitations, including heavy reliance on manual feature engineering, poor...

Descrición completa

Gardado en:
Principais autores: Debam Saha, Asfak Ali, Vycheslav Gulvanskii, Dmitrii Kaplun, Ram Sarkar
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2026-03-01
Series:Scientific Reports
Assuntos:
Emotion recognition
EEG signals
ANN
CNN
LSTM
MFCC
Acceso en liña:https://doi.org/10.1038/s41598-026-42998-8
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares