1. Neural Manifolds for the Control of Movement
- Author
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National Institute of Neurological Disorders and Stroke (US), European Commission, Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), Gallego, Juan Álvaro, Perich, Matthew G., Miller, Lee E., Solla, Sara A., National Institute of Neurological Disorders and Stroke (US), European Commission, Eunice Kennedy Shriver National Institute of Child Health and Human Development (US), Gallego, Juan Álvaro, Perich, Matthew G., Miller, Lee E., and Solla, Sara A.
- Abstract
The analysis of neural dynamics in several brain cortices has consistently uncovered low-dimensional manifolds that capture a significant fraction of neural variability. These neural manifolds are spanned by specific patterns of correlated neural activity, the “neural modes.” We discuss a model for neural control of movement in which the time-dependent activation of these neural modes is the generator of motor behavior. This manifold-based view of motor cortex may lead to a better understanding of how the brain controls movement.
- Published
- 2017