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Lower Limb Kinematics Trajectory Prediction Using Long Short-Term Memory Neural Networks

This study determined whether the kinematics of lower limb trajectories during walking could be extrapolated using long short-term memory (LSTM) neural networks. It was hypothesised that LSTM auto encoders could reliably forecast multiple time-step trajectories of the lower limb kinematics, specific...

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Detalles Bibliográficos
Autores principales: Zaroug, Abdelrahman, Lai, Daniel T. H., Mudie, Kurt, Begg, Rezaul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7227385/
https://www.ncbi.nlm.nih.gov/pubmed/32457881
http://dx.doi.org/10.3389/fbioe.2020.00362