Work

Backpropagation algorithms and Reservoir Computing in Recurrent Neural Networks for the forecasting of complex spatiotemporal dynamics

Year: 2020

Type: article

Source: Neural Networks

DOI: 10.1016/j.neunet.2020.02.016

Authors: P.R. Vlachas, J. Pathak, B.R. Hunt, T.P. Sapsis, M. Girvan, E. Ott, P. Koumoutsakos

Institutions: ETH Zurich, University of Maryland, College Park, Massachusetts Institute of Technology

Language: English

Topic: Neural Networks and Reservoir Computing

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: bronze

Funders: Centro Svizzero di Calcolo Scientifico, National Supercomputing Centre Singapore, Defense Advanced Research Projects Agency, Multidisciplinary University Research Initiative, Army Research Office

Awards: G3655914848, G617551470, G7452299184

OpenAlex ID: W3006036768

FWCI: 22.29

Cites: 113

Cited by: 540

Related to: 9