Predicting vertical ground reaction forces from 3D accelerometry using reservoir computers leads to accurate gait event detection

Accelerometers are low-cost measurement devices that can readily be used outside the lab. However, determining isolated gait events from accelerometer signals, especially foot-off events during running, is an open problem. We outline a two-step approach where machine learning serves to predict verti...

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Main Authors: Margit M. Bach (Author), Nadia Dominici (Author), Andreas Daffertshofer (Author)
Format: Book
Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
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3rd Floor Main Library

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Call Number: A1234.567
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