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Spiking neural networks for predictive and explainable modelling of multimodal streaming data with a case study on financial time series and online news

In a first study, this paper argues and demonstrates that spiking neural networks (SNN) can be successfully used for predictive and explainable modelling of multimodal streaming data. The paper proposes a new method, where both time series and on-line news are integrated as numerical streaming data...

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Detalles Bibliográficos
Autores principales: AbouHassan, Iman, Kasabov, Nikola K., Jagtap, Vinayak, Kulkarni, Parag
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603166/
https://www.ncbi.nlm.nih.gov/pubmed/37884551
http://dx.doi.org/10.1038/s41598-023-42605-0