Codice QR

Multimodal insights into granger causality connectivity: Integrating physiological signals and gated eye-tracking data for emotion recognition using convolutional neural network

This study introduces a groundbreaking method to enhance the accuracy and reliability of emotion recognition systems by combining electrocardiogram (ECG) with electroencephalogram (EEG) data, using an eye-tracking gated strategy. Initially, we propose a technique to filter out irrelevant portions of...

Descrizione completa

Salvato in:
Autori principali: Javid Farhadi Sedehi, Nader Jafarnia Dabanloo, Keivan Maghooli, Ali Sheikhani
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2024-08-01
Serie:Heliyon
Soggetti:
Convolutional neural network (CNN)
Effective connectivity
EEG-ECG
Eye-tracking data
Emotion recognition
Accesso online:http://www.sciencedirect.com/science/article/pii/S2405844024124425
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi