https://github.com/mfbx9da4/neuron-astrocyte-networks
Modified feedforward neural network models to represent neuron-astrocyte interactions.
https://github.com/mfbx9da4/neuron-astrocyte-networks
Last synced: about 2 months ago
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Modified feedforward neural network models to represent neuron-astrocyte interactions.
- Host: GitHub
- URL: https://github.com/mfbx9da4/neuron-astrocyte-networks
- Owner: mfbx9da4
- Created: 2013-08-29T10:13:15.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2018-06-03T12:32:14.000Z (almost 7 years ago)
- Last Synced: 2025-01-26T17:45:47.226Z (4 months ago)
- Language: Python
- Homepage:
- Size: 11.6 MB
- Stars: 1
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
neuron-astrocyte-networks
=========================
Modified feedforward neural network models to represent neuron-astrocyte interactions.
Includes [Porto-Pazos Model (ppm)](http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0019109), genetic algorithms (ga), back propagation(bp) and [my own model (reciprocal astrocyte processing (RAP) model)](https://drive.google.com/file/d/0B8BD2EanwzGQTHJEMlk5dHpITXc/view?usp=sharing).
## To browse source code
* Find source code of Porto Pazos model (which includes a GA) [here](https://github.com/mfbx9da4/neuron-astrocyte-networks/tree/master/pure_python/ga%2Bppm/main).
* Find source code for RAP model [here](https://github.com/mfbx9da4/neuron-astrocyte-networks/tree/master/pure_python/rap/main).
* Pybrain is a library I have used to experiment with variations of GA, BP and PPM implementations. However final experiments used only pure python (albeit with numpy).