How To Install python-brian on Debian 9

In this tutorial we learn how to install python-brian on Debian 9. python-brian is simulator for spiking neural networks

Introduction

In this tutorial we learn how to install python-brian on Debian 9.

What is python-brian

python-brian is:

Brian is a clock-driven simulator for spiking neural networks. It is designed with an emphasis on flexibility and extensibility, for rapid development and refinement of neural models. Neuron models are specified by sets of user-specified differential equations, threshold conditions and reset conditions (given as strings). The focus is primarily on networks of single compartment neuron models (e.g. leaky integrate-and-fire or Hodgkin-Huxley type neurons). Features include:

  • a system for specifying quantities with physical dimensions
  • exact numerical integration for linear differential equations
  • Euler, Runge-Kutta and exponential Euler integration for nonlinear differential equations
  • synaptic connections with delays
  • short-term and long-term plasticity (spike-timing dependent plasticity)
  • a library of standard model components, including integrate-and-fire equations, synapses and ionic currents
  • a toolbox for automatically fitting spiking neuron models to electrophysiological recordings

There are three methods to install python-brian on Debian 9. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.

Install python-brian Using apt-get

Update apt database with apt-get using the following command.

sudo apt-get update

After updating apt database, We can install python-brian using apt-get by running the following command:

sudo apt-get -y install python-brian

Install python-brian Using apt

Update apt database with apt using the following command.

sudo apt update

After updating apt database, We can install python-brian using apt by running the following command:

sudo apt -y install python-brian

Install python-brian Using aptitude

If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.

sudo aptitude update

After updating apt database, We can install python-brian using aptitude by running the following command:

sudo aptitude -y install python-brian

How To Uninstall python-brian on Debian 9

To uninstall only the python-brian package we can use the following command:

sudo apt-get remove python-brian

Uninstall python-brian And Its Dependencies

To uninstall python-brian and its dependencies that are no longer needed by Debian 9, we can use the command below:

sudo apt-get -y autoremove python-brian

Remove python-brian Configurations and Data

To remove python-brian configuration and data from Debian 9 we can use the following command:

sudo apt-get -y purge python-brian

Remove python-brian configuration, data, and all of its dependencies

We can use the following command to remove python-brian configurations, data and all of its dependencies, we can use the following command:

sudo apt-get -y autoremove --purge python-brian

Dependencies

python-brian have the following dependencies:

References

Summary

In this tutorial we learn how to install python-brian package on Debian 9 using different package management tools: apt, apt-get and aptitude.