Neural population dynamics during reaching
Top Cited Papers
Open Access
- 3 June 2012
- journal article
- research article
- Published by Springer Nature in Nature
- Vol. 487 (7405) , 51-56
- https://doi.org/10.1038/nature11129
Abstract
Most theories of motor cortex have assumed that neural activity represents movement parameters. This view derives from what is known about primary visual cortex, where neural activity represents patterns of light. Yet it is unclear how well the analogy between motor and visual cortex holds. Single-neuron responses in motor cortex are complex, and there is marked disagreement regarding which movement parameters are represented. A better analogy might be with other motor systems, where a common principle is rhythmic neural activity. Here we find that motor cortex responses during reaching contain a brief but strong oscillatory component, something quite unexpected for a non-periodic behaviour. Oscillation amplitude and phase followed naturally from the preparatory state, suggesting a mechanistic role for preparatory neural activity. These results demonstrate an unexpected yet surprisingly simple structure in the population response. This underlying structure explains many of the confusing features of individual neural responses.Keywords
This publication has 40 references indexed in Scilit:
- Sequential Activation of Motor Cortical Neurons Contributes to Intralimb Coordination During Reaching in the Cat by Modulating Muscle SynergiesJournal of Neurophysiology, 2011
- Cortical Preparatory Activity: Representation of Movement or First Cog in a Dynamical Machine?Neuron, 2010
- Roles of Monkey Premotor Neuron Classes in Movement Preparation and ExecutionJournal of Neurophysiology, 2010
- Autonomous head-mounted electrophysiology systems for freely behaving primatesCurrent Opinion in Neurobiology, 2010
- Differential Dynamics of Activity Changes in Dorsolateral and Dorsomedial Striatal Loops during LearningPublished by Elsevier ,2010
- Generating Coherent Patterns of Activity from Chaotic Neural NetworksNeuron, 2009
- From Intention to Action: Motor Cortex and the Control of Reaching MovementsPublished by Springer Nature ,2009
- Inconvenient Truths about neural processing in primary motor cortexThe Journal of Physiology, 2008
- Optical Imaging of Neuronal Populations During Decision-MakingScience, 2005
- Theoretical Considerations for the Analysis of Population Coding in Motor CortexNeural Computation, 1994