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Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight

Insect flight is a strongly nonlinear and actuated dynamical system. As such, strategies for understanding its control have typically relied on either model-based methods or linearizations thereof. Here we develop a framework that combines model predictive control on an established flight dynamics m...

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Detalles Bibliográficos
Autores principales: Zahn, Olivia, Bustamante, Jorge, Switzer, Callin, Daniel, Thomas L., Kutz, J. Nathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9543948/
https://www.ncbi.nlm.nih.gov/pubmed/36166481
http://dx.doi.org/10.1371/journal.pcbi.1010512