Literature DB >> 31871180

Distributed processing of movement signaling.

Scott D Kennedy1,2,3, Andrew B Schwartz4,2,3.   

Abstract

Basic neurophysiological research with monkeys has shown how neurons in the motor cortex have firing rates tuned to movement direction. This original finding would have been difficult to uncover without the use of a behaving primate paradigm in which subjects grasped a handle and moved purposefully to targets in different directions. Subsequent research, again using behaving primate models, extended these findings to continuous drawing and to arm and hand movements encompassing action across multiple joints. This research also led to robust extraction algorithms in which information from neuronal populations is used to decode movement intent. The ability to decode intended movement provided the foundation for neural prosthetics in which brain-controlled interfaces are used by paralyzed human subjects to control computer cursors or high-performance motorized prosthetic arms and hands. This translation of neurophysiological laboratory findings to therapy is a clear example of why using nonhuman primates for basic research is valuable for advancing treatment of neurological disorders. Recent research emphasizes the distribution of intention signaling through neuronal populations and shows how many movement parameters are encoded simultaneously. In addition to direction and velocity, the arm's impedance has now been found to be encoded as well. The ability to decode motion and force from neural populations will make it possible to extend neural prosthetic paradigms to precise interaction with objects, enabling paralyzed individuals to perform many tasks of daily living.

Entities:  

Keywords:  arm movement; impedance; kinematics; motor control; motor cortex

Year:  2019        PMID: 31871180      PMCID: PMC6936589          DOI: 10.1073/pnas.1902296116

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  41 in total

1.  Motor cortical activity during drawing movements: population representation during lemniscate tracing.

Authors:  A B Schwartz; D W Moran
Journal:  J Neurophysiol       Date:  1999-11       Impact factor: 2.714

2.  Work toward real-time control of a cortical neural prothesis.

Authors:  R E Isaacs; D J Weber; A B Schwartz
Journal:  IEEE Trans Rehabil Eng       Date:  2000-06

3.  Once more on the equilibrium-point hypothesis (lambda model) for motor control.

Authors:  A G Feldman
Journal:  J Mot Behav       Date:  1986-03       Impact factor: 1.328

4.  Comparison of brain-computer interface decoding algorithms in open-loop and closed-loop control.

Authors:  Shinsuke Koyama; Steven M Chase; Andrew S Whitford; Meel Velliste; Andrew B Schwartz; Robert E Kass
Journal:  J Comput Neurosci       Date:  2009-11-11       Impact factor: 1.621

5.  Stiffness as a control factor for object manipulation.

Authors:  Scott D Kennedy; Andrew B Schwartz
Journal:  J Neurophysiol       Date:  2019-06-26       Impact factor: 2.714

Review 6.  Perspectives on classical controversies about the motor cortex.

Authors:  Mohsen Omrani; Matthew T Kaufman; Nicholas G Hatsopoulos; Paul D Cheney
Journal:  J Neurophysiol       Date:  2017-06-14       Impact factor: 2.714

7.  Population decoding of motor cortical activity using a generalized linear model with hidden states.

Authors:  Vernon Lawhern; Wei Wu; Nicholas Hatsopoulos; Liam Paninski
Journal:  J Neurosci Methods       Date:  2010-03-30       Impact factor: 2.390

8.  On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex.

Authors:  A P Georgopoulos; J F Kalaska; R Caminiti; J T Massey
Journal:  J Neurosci       Date:  1982-11       Impact factor: 6.167

Review 9.  Movement: How the Brain Communicates with the World.

Authors:  Andrew B Schwartz
Journal:  Cell       Date:  2016-03-10       Impact factor: 41.582

Review 10.  Emerging ideas and tools to study the emergent properties of the cortical neural circuits for voluntary motor control in non-human primates.

Authors:  John F Kalaska
Journal:  F1000Res       Date:  2019-05-29
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  1 in total

1.  From basic brain research to treating human brain disorders.

Authors:  Elizabeth A Buffalo; J Anthony Movshon; Robert H Wurtz
Journal:  Proc Natl Acad Sci U S A       Date:  2019-12-23       Impact factor: 11.205

  1 in total

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