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Aedes-AI: Neural network models of mosquito abundance

We present artificial neural networks as a feasible replacement for a mechanistic model of mosquito abundance. We develop a feed-forward neural network, a long short-term memory recurrent neural network, and a gated recurrent unit network. We evaluate the networks in their ability to replicate the s...

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Detalles Bibliográficos
Autores principales: Kinney, Adrienne C., Current, Sean, Lega, Joceline
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641871/
https://www.ncbi.nlm.nih.gov/pubmed/34797822
http://dx.doi.org/10.1371/journal.pcbi.1009467