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Single Granule cell and Basket cell models (USC) modeled in Arbor and Neuron

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Granule and Basket Cells

This repository contains the Neuron and Arbor implementations and simulations of

  1. A single basket cell
  2. A single granule cell

Morphologies

  1. The basket cell is a single soma model
  2. The granule cell reads the morphology from output0_updated.swc in the morphologies directory

Density Mechanisms

The basket and granule cells both have the following mechanisms inserted on the soma and dendrites:

  1. borgka.mod
  2. cagk.mod
  3. cat.mod
  4. ccanl.mod
  5. gskch.mod
  6. ichan2.mod
  7. lca.mod
  8. nca.mod

Parameters

Various parameters can be set and will be read by Arbor and Neuron in param_basket.json and param_granule.json

Stimulus

A series of spikes is delivered to a synapse on the basket/granule cell. The spike times are read from param_basket.json and param_granule.json.

Running the examples

Neuron:

$ cd neuron
$ nrnivmodl modfiles
$ python2 test_granulecell.py ../param_granule.json
OR
$ python2 test_basketcell.py ../param_basket.json

Running the examples will generate a plot

Arbor:

Installing Arbor:

Compiling the example:

$ cd arbor/granule
OR
$ cd arbor/basket

$ mkdir build && cd build
$ cmake .. -DCMAKE_INSTALL_PREFIX=/path/to/arbor/installation -DCMAKE_BUILD_TYPE=release
$ make

Running the example:

$ ./granule ../../../param_granule.json
OR
$ ./basket ../../../param_basket.json

Plotting the results:

Running the examples will generate voltages.json. To plot the results, you can use the provided tsplot script:

$ python2 tsplot.py arbor/granule/build/voltages.json
OR
$ python2 tsplot.py arbor/basket/build/voltages.json

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Single Granule cell and Basket cell models (USC) modeled in Arbor and Neuron

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