• DocumentCode
    1573503
  • Title

    A model of nonlinear motor cortical integration and its relation to movement speed profile control

  • Author

    Karameh, Fadi N. ; Massaquoi, Steve G.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., American Univ. of Beirut
  • fYear
    2006
  • Firstpage
    4331
  • Lastpage
    4336
  • Abstract
    It is recognized that natural point-to-point movements are characterized by bell-shaped speed profiles. However, the neural basis of this smooth, substantially symmetric time course is unknown. Here it is demonstrated via a simplified compartmental model of tufted layer V (TL5) pyramidal neurons, the principal output units of the motor cortex, that nonlinear integration may underlie the bell-shaped profile. Specifically, it is shown that TL5 neuronal output depends upon an approximately multiplicative relationship between inputs to its apical or basal regions (zones A and B, respectively) and those to its central zone (C). This is because the latter facilitate Ca2+ dependent bursting that enhances responsiveness to other inputs. As a result, when part of TL5 output returns to zones A and C via thalamocortical and cerebrocerebellar feedback, TL5 neuronal firing rate initially increases before decreasing, rather than progressively decrease as would the output of a linear integrator. This yields a sigmoidal position vs. time response in the musculoskeletal plant and therefore a bell-shaped speed curve. Because of this mechanism, smooth movements may be triggered and modulated by step-like and tonic inputs to zone C as might be received from SMA or basal ganglia. The model thus gives possible insight into the basis of certain features of motor dysfunction in Parkinson´s and cerebellar disease
  • Keywords
    brain models; neurophysiology; Parkinson disease; SMA; basal ganglia; cerebellar disease; cerebrocerebellar feedback; motor cortex; movement speed profile control; neuronal firing rate; nonlinear motor cortical integration; simplified compartmental model; thalamocortical feedback; tufted layer V pyramidal neurons; Basal ganglia; Brain modeling; Character recognition; Delay; Musculoskeletal system; Neurofeedback; Neurons; Output feedback; Parkinson´s disease; Time factors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
  • Conference_Location
    Shanghai
  • Print_ISBN
    0-7803-8741-4
  • Type

    conf

  • DOI
    10.1109/IEMBS.2005.1615424
  • Filename
    1615424