Web-based interfaces for virtual C. elegans neuron model definition, network configuration, behavioral experiment definition and experiment results visualization

  • Gorka Epelde
  • , Fearghal Morgan
  • , Andoni Mujika
  • , Frank Callaly
  • , Peter Leškovský
  • , Brian McGinley
  • , Roberto Álvarez
  • , Axel Blau
  • , Finn Krewer

Research output: Contribution to a Journal (Peer & Non Peer)Articlepeer-review

1 Citation (Scopus)

Abstract

The Si elegans platform targets the complete virtualization of the nematode Caenorhabditis elegans, and its environment. This paper presents a suite of unified web-based Graphical User Interfaces (GUIs) as the main user interaction point, and discusses their underlying technologies and methods. The user-friendly features of this tool suite enable users to graphically create neuron and network models, and behavioral experiments, without requiring knowledge of domain-specific computer-science tools. The framework furthermore allows the graphical visualization of all simulation results using a worm locomotion and neural activity viewer. Models, experiment definitions and results can be exported in a machine-readable format, thereby facilitating reproducible and cross-platform execution of in silico C. elegans experiments in other simulation environments. This is made possible by a novel XML-based behavioral experiment definition encoding format, a NeuroML XML-based model generation and network configuration description language, and their associated GUIs. User survey data confirms the platform usability and functionality, and provides insights into future directions for web-based simulation GUIs of C. elegans and other living organisms. The tool suite is available online to the scientific community and its source code has been made available.

Original languageEnglish
Article number80
JournalFrontiers in Neuroinformatics
Volume12
DOIs
Publication statusPublished - 13 Nov 2018

Keywords

  • Behavioral experiment input encoding
  • Biological neural networks
  • Brain-inspired computation
  • C. elegans experiment definition and results visualization
  • In silico simulation
  • Low entropy model specification (LEMS)
  • NeuroML
  • Neuronal activity visualization

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