https://github.com/ericjang/julia-neuralnets
Spiking neural network simulator written in Julia.
https://github.com/ericjang/julia-neuralnets
Last synced: 5 months ago
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Spiking neural network simulator written in Julia.
- Host: GitHub
- URL: https://github.com/ericjang/julia-neuralnets
- Owner: ericjang
- License: other
- Created: 2015-05-06T05:35:20.000Z (about 11 years ago)
- Default Branch: master
- Last Pushed: 2015-05-06T05:38:01.000Z (about 11 years ago)
- Last Synced: 2024-12-26T20:43:00.283Z (over 1 year ago)
- Language: Julia
- Size: 840 KB
- Stars: 5
- Watchers: 4
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE.md
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README
# julia-NeuralNets
Implementation of the paper ``Color opponent receptive fields self-organize in a biophysical model of visual cortex via spike-timing dependent plasticity'', using the Julia language.
## Simulator Features
- 4x slower than efficient C++ implementation.
- Nearest-neighbor spike-time dependent plasticity
- Hodgkin-Huxley neurons
- Conductance-based synaptic transmission
- Excitatory and inhibitory synapses
- Written in Julia, an easy-to-read language
For a faster and more feature-complete version, a C++ implementation can be found at [https://github.com/ericjang/NeuralNets](https://github.com/ericjang/NeuralNets). This model may have a few bugs and off parameters here and there. The C++ version is more likely to be correct.