Literature DB >> 22023199

How the brain generates movement.

Uri Rokni1, Haim Sompolinsky.   

Abstract

In this study, we assume that the brain uses a general-purpose pattern generator to transform static commands into basic movement segments. We hypothesize that this pattern generator includes an oscillator whose complete cycle generates a single movement segment. In order to demonstrate this hypothesis, we construct an oscillator-based model of movement generation. The model includes an oscillator that generates harmonic outputs whose frequency and amplitudes can be modulated by external inputs. The harmonic outputs drive a number of integrators, each activating a single muscle. The model generates muscle activation patterns composed of rectilinear and harmonic terms. We show that rectilinear and fundamental harmonic terms account for known properties of natural movements, such as the invariant bell-shaped hand velocity profile during reaching. We implement these dynamics by a neural network model and characterize the tuning properties of the neural integrator cells, the neural oscillator cells, and the inputs to the system. Finally, we propose a method to test our hypothesis that a neural oscillator is a central component in the generation of voluntary movement.

Entities:  

Mesh:

Year:  2011        PMID: 22023199     DOI: 10.1162/NECO_a_00223

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  14 in total

1.  From electromyographic activity to frequency modulation in zebra finch song.

Authors:  Juan F Döppler; Alan Bush; Franz Goller; Gabriel B Mindlin
Journal:  J Comp Physiol A Neuroethol Sens Neural Behav Physiol       Date:  2017-11-23       Impact factor: 1.836

2.  Learning multiple variable-speed sequences in striatum via cortical tutoring.

Authors:  James M Murray; G Sean Escola
Journal:  Elife       Date:  2017-05-08       Impact factor: 8.140

3.  A neural network that finds a naturalistic solution for the production of muscle activity.

Authors:  David Sussillo; Mark M Churchland; Matthew T Kaufman; Krishna V Shenoy
Journal:  Nat Neurosci       Date:  2015-06-15       Impact factor: 24.884

4.  Motor Cortex Embeds Muscle-like Commands in an Untangled Population Response.

Authors:  Abigail A Russo; Sean R Bittner; Sean M Perkins; Jeffrey S Seely; Brian M London; Antonio H Lara; Andrew Miri; Najja J Marshall; Adam Kohn; Thomas M Jessell; Laurence F Abbott; John P Cunningham; Mark M Churchland
Journal:  Neuron       Date:  2018-02-01       Impact factor: 17.173

5.  Modular deconstruction reveals the dynamical and physical building blocks of a locomotion motor program.

Authors:  Angela M Bruno; William N Frost; Mark D Humphries
Journal:  Neuron       Date:  2015-03-26       Impact factor: 17.173

6.  Neural population dynamics during reaching.

Authors:  Mark M Churchland; John P Cunningham; Matthew T Kaufman; Justin D Foster; Paul Nuyujukian; Stephen I Ryu; Krishna V Shenoy
Journal:  Nature       Date:  2012-07-05       Impact factor: 49.962

7.  Motor Cortical Visuomotor Feedback Activity Is Initially Isolated from Downstream Targets in Output-Null Neural State Space Dimensions.

Authors:  Sergey D Stavisky; Jonathan C Kao; Stephen I Ryu; Krishna V Shenoy
Journal:  Neuron       Date:  2017-06-15       Impact factor: 17.173

8.  Single-trial dynamics of motor cortex and their applications to brain-machine interfaces.

Authors:  Jonathan C Kao; Paul Nuyujukian; Stephen I Ryu; Mark M Churchland; John P Cunningham; Krishna V Shenoy
Journal:  Nat Commun       Date:  2015-07-29       Impact factor: 14.919

9.  Tuning Curves for Arm Posture Control in Motor Cortex Are Consistent with Random Connectivity.

Authors:  Hagai Lalazar; L F Abbott; Eilon Vaadia
Journal:  PLoS Comput Biol       Date:  2016-05-25       Impact factor: 4.475

10.  Macroscopic Neural Oscillation during Skilled Reaching Movements in Humans.

Authors:  Hong Gi Yeom; June Sic Kim; Chun Kee Chung
Journal:  Comput Intell Neurosci       Date:  2016-07-25
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