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Geometric algebra based recurrent neural network for multi-dimensional time-series prediction

Recent RNN models deal with various dimensions of MTS as independent channels, which may lead to the loss of dependencies between different dimensions or the loss of associated information between each dimension and the global. To process MTS in a holistic way without losing the inter-relationship a...

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Detalles Bibliográficos
Autores principales: Li, Yanping, Wang, Yi, Wang, Yue, Qian, Chunhua, Wang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815797/
https://www.ncbi.nlm.nih.gov/pubmed/36618269
http://dx.doi.org/10.3389/fncom.2022.1078150