Emotional brain network decoded by biological spiking neural network.

ABSTRACT:

Introduction

Emotional disorders are essential manifestations of many neurological and psychiatric diseases. Nowadays, researchers try to explore bi-directional brain-computer interface techniques to help the patients. However, the related functional brain areas and biological markers are still unclear, and the dynamic connection mechanism is also unknown.

Methods

To find effective regions related to different emotion recognition and intervention, our research focuses on finding emotional EEG brain networks using spiking neural network algorithm with binary coding. We collected EEG data while human participants watched emotional videos (fear, sadness, happiness, and neutrality), and analyzed the dynamic connections between the electrodes and the biological rhythms of differe

SUBMITTER: Xu H 

PROVIDER: S-EPMC10366476 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature