Improving the repeatability of two-rate model parameter estimations by using autoencoder networks

The adaptive changes elicited in visuomotor adaptation experiments are usually well explained at group level by two-rate models (Smith et al., 2006), but parameters fitted to individuals show considerable variance. Data cleaning can mitigate this problem, but the assumption of smoothness can be prob...

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Bibliographic Details

Published in:	Progress in brain research Vol. 249; p. 189
Main Authors:	Ozdemir, Murat C, Eggert, Thomas, Straube, Andreas
Format:	Journal Article
Language:	English Japanese
Published:	Netherlands 2019
Subjects:	Adaptation, Physiological - physiology Adult Humans Models, Biological Motor Activity - physiology Neural Networks, Computer Psychomotor Performance - physiology Visual Perception - physiology Human Two-rate models Visuomotor adaptation Autoencoder Data cleaning
ISSN:	1875-7855, 1875-7855
Online Access:	Get more information
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