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Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing.

Publication ,  Journal Article
Lisberger, SG
Published in: Neural Comput
February 17, 2023

Computational models have been a mainstay of research on smooth pursuit eye movements in monkeys. Pursuit is a sensory-motor system that is driven by the visual motion of small targets. It creates a smooth eye movement that accelerates up to target speed and tracks the moving target essentially perfectly. In this review of my laboratory's research, I trace the development of computational models of pursuit eye movements from the early control-theory models to the most recent neural circuit models. I outline a combined experimental and computational plan to move the models to the next level. Finally, I explain why research on nonhuman primates is so critical to the development of the neural circuit models I think we need.

Duke Scholars

Published In

Neural Comput

DOI

EISSN

1530-888X

Publication Date

February 17, 2023

Volume

35

Issue

3

Start / End Page

384 / 412

Location

United States

Related Subject Headings

  • Sensation
  • Pursuit, Smooth
  • Photic Stimulation
  • Motion Perception
  • Eye Movements
  • Biomimetics
  • Artificial Intelligence & Image Processing
  • Animals
  • 52 Psychology
  • 49 Mathematical sciences
 

Citation

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ICMJE
MLA
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Lisberger, S. G. (2023). Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing. Neural Comput, 35(3), 384–412. https://doi.org/10.1162/neco_a_01516
Lisberger, Stephen G. “Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing.Neural Comput 35, no. 3 (February 17, 2023): 384–412. https://doi.org/10.1162/neco_a_01516.
Lisberger SG. Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing. Neural Comput. 2023 Feb 17;35(3):384–412.
Lisberger, Stephen G. “Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing.Neural Comput, vol. 35, no. 3, Feb. 2023, pp. 384–412. Pubmed, doi:10.1162/neco_a_01516.
Lisberger SG. Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing. Neural Comput. 2023 Feb 17;35(3):384–412.
Journal cover image

Published In

Neural Comput

DOI

EISSN

1530-888X

Publication Date

February 17, 2023

Volume

35

Issue

3

Start / End Page

384 / 412

Location

United States

Related Subject Headings

  • Sensation
  • Pursuit, Smooth
  • Photic Stimulation
  • Motion Perception
  • Eye Movements
  • Biomimetics
  • Artificial Intelligence & Image Processing
  • Animals
  • 52 Psychology
  • 49 Mathematical sciences