Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics prediction.

Li, Xin; Zhu, Qunxi; Zhao, Chengli; Duan, Xiaojun; Zhao, Bolin; Zhang, Xue; Ma, Huanfei; Sun, Jie; Lin, Wei.

Afiliação

Li X; Center for Applied Mathematics (NUDT), Changsha, 410073, Hunan, China.
Zhu Q; Research Institute of Intelligent Complex Systems and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, 200433, China.
Zhao C; Research Institute of Intelligent Complex Systems and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, 200433, China. qxzhu16@fudan.edu.cn.
Duan X; School of Mathematical Sciences, SCMS, SCAM, and CCSB, Fudan University, Shanghai, 200433, China. qxzhu16@fudan.edu.cn.
Zhao B; Center for Applied Mathematics (NUDT), Changsha, 410073, Hunan, China. chenglizhao@foxmail.com.
Zhang X; Center for Applied Mathematics (NUDT), Changsha, 410073, Hunan, China.
Ma H; Research Institute of Intelligent Complex Systems and MOE Frontiers Center for Brain Science, Fudan University, Shanghai, 200433, China.
Sun J; School of Mathematical Sciences, SCMS, SCAM, and CCSB, Fudan University, Shanghai, 200433, China.
Lin W; Center for Applied Mathematics (NUDT), Changsha, 410073, Hunan, China.

Nat Commun ; 15(1): 2506, 2024 Mar 20.

Article em En | MEDLINE | ID: mdl-38509083

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2024 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2024 Tipo de documento: Article