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Knowledge Based Cloud FE Simulation of Sheet Metal Forming Processes
11:05

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Published on: December 13, 2016

Reprint of: Simulation Platform: a cloud-based online simulation environment.

Tadashi Yamazaki1, Hidetoshi Ikeno, Yoshihiro Okumura

  • 1RIKEN BSI-TOYOTA Collaboration Center, RIKEN Brain Science Institute, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan.

Neural Networks : the Official Journal of the International Neural Network Society
|September 28, 2011
PubMed
Summary

This study introduces Simulation Platform, a cloud service simplifying multi-scale neural modeling. It enables seamless online simulation and validation of diverse neural models, removing software installation barriers.

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Area of Science:

  • Neuroscience
  • Computational Biology
  • Bioinformatics

Background:

  • Multi-scale and multi-modal neural modeling requires seamless handling of diverse neural models.
  • Conventional neuroinformatics databases primarily archive model files, lacking user validation capabilities.
  • Handling multiple neural models often necessitates complex software installations.

Purpose of the Study:

  • To develop a cloud-based web service, "Simulation Platform", for online neural model simulation.
  • To provide a platform for seamless downloading and validation of neural models.
  • To eliminate impediments associated with handling multiple neural models and software.

Main Methods:

  • Developed a cloud-based web service utilizing a cloud of virtual machines running GNU/Linux.
  • Pre-installed essential software including compilers, libraries, neural simulators (GENESIS, NEURON, NEST), and scientific software (Gnuplot, R, Octave).
  • Enabled remote user access via a web browser for simulation execution without local software installation.

Main Results:

  • Simulation Platform assigns a virtual machine upon user request, initiating the simulation.
  • Users can remotely access and operate the virtual machine through a web browser.
  • Eliminated the need for users to install any software beyond a web browser on their local computers.

Conclusions:

  • Simulation Platform facilitates effortless handling and validation of multiple neural models.
  • The cloud-based service streamlines the process of multi-scale and multi-modal neural modeling.
  • Expected to significantly reduce barriers to entry for researchers in computational neuroscience.