Cargando…

Characteristic analysis of epileptic brain network based on attention mechanism

Constructing an efficient and accurate epilepsy detection system is an urgent research task. In this paper, we developed an EEG-based multi-frequency multilayer brain network (MMBN) and an attentional mechanism based convolutional neural network (AM-CNN) model to study epilepsy detection. Specifical...

Descripción completa

Detalles Bibliográficos
Autores principales: Yu, Hong-Shi, Meng, Xiang-Fu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10317957/
https://www.ncbi.nlm.nih.gov/pubmed/37400535
http://dx.doi.org/10.1038/s41598-023-38012-0

Ejemplares similares