https://github.com/bdevans/spike

Spiking neural network simulator
https://github.com/bdevans/spike

c computational-neuroscience gsl neural-network openmp simulator spiking-neural-networks stdp

Last synced: 14 days ago
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Spiking neural network simulator

• Host: GitHub
• URL: https://github.com/bdevans/spike
• Owner: bdevans
• License: bsd-3-clause
• Created: 2015-10-06T12:04:00.000Z (over 9 years ago)
• Default Branch: master
• Last Pushed: 2018-05-21T11:15:33.000Z (over 6 years ago)
• Last Synced: 2024-12-22T14:14:48.833Z (about 1 month ago)
• Topics: c, computational-neuroscience, gsl, neural-network, openmp, simulator, spiking-neural-networks, stdp
• Language: C
• Size: 857 KB
• Stars: 1
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

        
# spike

Spiking neural network simulator

This project is written in C, parallelised with OpenMP and requires the [GNU Scientific Library](https://www.gnu.org/software/gsl/) (for pseudo RNGs). Data analysis is conducted with the accompanying Matlab files.

It was developed under OS X and includes Xcode project files and a Makefile.

Released under the BSD license.

Citations

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If you use this simulator, please cite from the following list of publications:

1. Evans, B. D. & Stringer, S. M. (2012) Transform-invariant visual representations in self-organizing spiking neural networks. *Frontiers in Computational Neuroscience, 6*(46), 1-19. doi: [10.3389/fncom.2012.00046](http://dx.doi.org/10.3389/fncom.2012.00046)

2. Evans, B. D. & Stringer, S. M. (2013) How Lateral Connections and Spiking Dynamics May Separate Multiple Objects Moving Together. *PLoS ONE, 8*(8), e69952. doi: [10.1371/journal.pone.0069952](http://dx.doi.org/10.1371/journal.pone.0069952)

3. Evans, B. D. & Stringer, S. M. (2015) STDP in lateral connections creates category-based perceptual cycles for invariance learning with multiple stimuli. *Biological Cybernetics, 109*(2), 215-239. doi: [10.1007/s00422-014-0637-z](http://dx.doi.org/10.1007/s00422-014-0637-z)