The advantage of flexible neuronal tunings in neural network models for motor learning
Marongelli, Ellisha N.
Thoroughman, Kurt A.
- Publisher: Frontiers Media S.A.
Frontiers in Computational Neuroscience,
(issn: 1662-5188, eissn: 1662-5188)
Hypothesis and Theory Article | motor adaptation | Neurosciences. Biological psychiatry. Neuropsychiatry | generalization | Neuroscience | RC321-571 | computational neuroscience | motor control | neural network
Human motor adaptation to novel environments is often modeled by a basis function network that transforms desired movement properties into estimated forces. This network employs a layer of nodes that have fixed broad tunings that generalize across the input domain. Lear...