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Curated Model Development Using NEUROiD: A Web-Based NEUROmotor Integration and Design Platform.

Raghu Sesha Iyengar1, Madhav Vinodh Pithapuram1, Avinash Kumar Singh1

  • 1Spine Labs, Department of Biomedical Engineering, Indian Institute of Technology, Hyderabad, India.

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Summary

The NEUROiD platform integrates neuroscience and biomechanics for creating detailed computational models of neuromotor systems. This tool aids researchers in building and simulating complex biological models for movement control research.

Keywords:
design platformintegrated modelneuromotorsimulatorspinal cord model

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Area of Science:

  • Neuroscience
  • Computational Biology
  • Biomechanics

Background:

  • Extensive research exists on neuromotor circuits and computational models of the neuromotor system.
  • Existing models are often small-scale, hindering the development of larger, biologically realistic systems.
  • Integrating neuroscience and musculoskeletal biomechanics is crucial for advancing neuromotor system modeling.

Purpose of the Study:

  • To introduce the NEUROmotor integration and Design (NEUROiD) platform for structured integration of neuromotor system components.
  • To facilitate the creation of larger, in silico neuromotor models with desired system responses.
  • To support simulation and visualization of neuromotor models across multiple scales.

Main Methods:

  • Developed the NEUROiD platform to integrate anatomical, physiological, and biomechanical data.
  • Incorporated standard electrophysiological operations like slicing, current injection, and potential recording.
  • Enabled traceability of model parameters to primary literature.
  • Utilized remote high-performance computing for simulations, controlled via a web browser.

Main Results:

  • Successfully built a simple ankle model and its controlling neural circuitry using curated published components within NEUROiD.
  • Demonstrated the platform's capability for multi-scale simulation and visualization.
  • Showcased the integration of diverse data sources into a cohesive neuromotor model.

Conclusions:

  • NEUROiD provides a valuable tool for researchers to build and simulate integrated neuromotor system models.
  • The platform facilitates the creation of more biologically realistic computational models by bridging neuroscience and biomechanics.
  • NEUROiD enables efficient utilization of computational resources for complex neuromotor system research.