The brian simulator
File(s)The brian simulator.pdf (2.3 MB)
Published version
Author(s)
Goodman, DF
Brette, R
Type
Journal Article
Abstract
"Brian" is a simulator for spiking neural networks (http://www.briansimulator.org). The focus is on making the writing of simulation code as quick and easy as possible for the user, and on flexibility: new and non-standard models are no more difficult to define than standard ones. This allows scientists to spend more time on the details of their models, and less on their implementation. Neuron models are defined by writing differential equations in standard mathematical notation, facilitating scientific communication. Brian is written in the Python programming language, and uses vector-based computation to allow for efficient simulations. It is particularly useful for neuroscientific modelling at the systems level, and for teaching computational neuroscience.
Date Issued
2009-09-15
Date Acceptance
2009-07-08
Citation
Frontiers in Neuroscience, 2009, 3 (2), pp.192-197
ISSN
1662-4548
Publisher
Frontiers Media
Start Page
192
End Page
197
Journal / Book Title
Frontiers in Neuroscience
Volume
3
Issue
2
Copyright Statement
© 2009 Goodman and Brette. This is an open-access article subject to an exclusive license agreement between the authors and the Frontiers Research Foundation, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are credited.
Subjects
Python
simulation
spiking neural networks
systems neuroscience
teaching
1109 Neurosciences
1702 Cognitive Science
Publication Status
Published