Explaining patterns of neural activity in the primary motor cortex using spinal cord and limb biomechanics models
| Autor: | Ehud Trainin, Amir Karniel, Ron Meir |
|---|---|
| Rok vydání: | 2007 |
| Předmět: |
Physiology
Movement Models Neurological Action Potentials Context (language use) Models Biological Neural activity medicine Animals Humans Neurons Quantitative Biology::Neurons and Cognition General Neuroscience Biomechanics Motor Cortex Motor control Extremities Spinal cord Motor coordination Degrees of freedom problem Biomechanical Phenomena medicine.anatomical_structure Spinal Cord Primary motor cortex Psychology Neuroscience Muscle Contraction |
| Zdroj: | Journal of neurophysiology. 97(5) |
| ISSN: | 0022-3077 |
| Popis: | What determines the specific pattern of activation of primary motor cortex (M1) neurons in the context of a given motor task? We present a systems level physiological model describing the transformation from the neural activity in M1, through the muscle control signal, into joint torques and down to endpoint forces and movements. The redundancy of the system is resolved by biologically plausible optimization criteria. The model explains neural activity at both the population, and single neuron, levels. Due to the model's relative simplicity and analytic tractability, it provides intuition as to the most salient features of the system as well as a possible causal explanation of how these determine the overall behavior. Moreover, it explains a large number of recent observations, including the temporal patterns of single-neuron and population firing rates during isometric and movement tasks, narrow tuning curves, non cosine tuning curves, changes of preferred directions during a task, and changes of preferred directions due to different experimental conditions. |
| Databáze: | OpenAIRE |
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