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Code for optimising for neuromodulation fo single cell NEURON models

Project description

Neuromodcell

Join the chat at https://gitter.im/Neuro_modulation/community

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Optimizing neuromodulation in multicompartmental neuron model.

Tutorial for setting up neuromodulation for single cell models

See examples/ for Jupyter Notebook on dSPN optimization and analysis

Install

To use Neuromodcell, you first have to install NEURON on your machine , then install Neuromodcell via

pip install neuromodcell

Models

The multicompartmental models should have morphology file (SWC), mechanisms.json (JSON) and parameters.json (JSON) files. See examples/models/dspn for examples of dSPN multicompartmental models.

Support

We provide support via gitter chat or github issues page

Requirements

  • neuron
  • elephant
  • bluepyopt
  • deepdif
  • matplotlib

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