https://github.com/whackashoe/codi

CoDi is a cellular automaton model for spiking neural networks
https://github.com/whackashoe/codi

Last synced: about 1 month ago
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CoDi is a cellular automaton model for spiking neural networks

• Host: GitHub
• URL: https://github.com/whackashoe/codi
• Owner: whackashoe
• Created: 2014-11-20T23:22:01.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2014-11-21T20:47:05.000Z (about 10 years ago)
• Last Synced: 2024-08-04T02:10:57.029Z (4 months ago)
• Language: C++
• Size: 137 KB
• Stars: 7
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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• AwesomeCppGameDev - codi

README

        
CoDi

===

CoDi is a cellular automaton (CA) model for spiking neural networks (SNNs). CoDi is an acronym for Collect and Distribute, referring to the signals and spikes in a neural network.

CoDi uses a von Neumann neighborhood modified for a three-dimensional space; each cell looks at the states of its six orthogonal neighbors and its own state. In a growth phase a neural network is grown in the CA-space based on an underlying chromosome. There are four types of cells: neuron body, axon, dendrite and blank. The growth phase is followed by a signaling- or processing-phase. Signals are distributed from the neuron bodies via their axon tree and collected from connection dendrites. These two basic interactions cover every case, and they can be expressed simply, using a small number of rules.

Install

===

You need a c++11 compiler, and SFML 2 installed. 

Then just run `make` and then `./codi` which will compile and start the program.

TODO

===

Need learning & training algorithm. 

---> Lernverfahren für evolutionär optimierte Künstliche Neuronale Netze auf der Basis Zellulärer Automaten

I don't know German :[