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Brian is a free, open source simulator for spiking neural networks.

Home Page: http://briansimulator.org

License: Other

Python 92.75% C++ 2.52% Makefile 0.02% Shell 0.06% Jupyter Notebook 2.56% C 0.55% Cython 1.48% Dockerfile 0.05%

brian2's Introduction

Brian2

A clock-driven simulator for spiking neural networks

Brian is a free, open source simulator for spiking neural networks. It is written in the Python programming language and is available on almost all platforms. We believe that a simulator should not only save the time of processors, but also the time of scientists. Brian is therefore designed to be easy to learn and use, highly flexible and easily extensible.

Please report issues at the github issue tracker (https://github.com/brian-team/brian2/issues) or in the Brian forum (https://brian.discourse.group).

Documentation for Brian2 can be found at http://brian2.readthedocs.org

Brian2 is released under the terms of the CeCILL 2.1 license.

If you use Brian for your published research, we kindly ask you to cite our article:

Stimberg, M, Brette, R, Goodman, DFM. “Brian 2, an Intuitive and Efficient Neural Simulator.” eLife 8 (2019): e47314. doi: 10.7554/eLife.47314.

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Debian package

Fedora package

Spack

AUR version

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Contributor Covenant

Discourse topics

Join the chat at https://gitter.im/brian-team/brian2

Quickstart

Try out Brian on the mybinder service:

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Dependencies

The following packages need to be installed to use Brian 2:

  • Python >= 3.7
  • NumPy >=1.17
  • SymPy >= 1.2
  • Cython >= 0.29
  • PyParsing
  • Jinja2 >= 2.7
  • setuptools >= 21
  • py-cpuinfo (only required on Windows)

For full functionality, you might also want to install:

  • GSL >=1.16
  • SciPy >=0.13.3
  • Matplotlib >= 2.0

To build the documentation:

  • Sphinx (>=1.8)

To run the test suite:

  • pytest
  • pytest-xdist (optional)

Testing status for master branch

Test status on GitHub Actions

Test coverage

Documentation Status

brian2's People

Contributors

bdevans avatar chaddy1004 avatar charleesf avatar dabliss avatar debilski avatar deep-introspection avatar denisalevi avatar dokato avatar emollier avatar jangmarker avatar kapilkd13 avatar kernfel avatar kjohnsen avatar kwartke avatar mihirvaidya94 avatar moritzaugustin avatar mstimberg avatar obfusk avatar phreeza avatar rahuliitg avatar rcaze avatar rohithvarma3000 avatar schmitts avatar simonaltrogge avatar thesamovar avatar vigneswaran-chandrasekaran avatar wernight avatar yger avatar ziaeemehr avatar zifeo avatar

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