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wixico 80ff61ed86 added luann:decode and a sequenceMemoryPrediction demo, trivial implementation of a memory prediction scenario 8 years ago
README.md modularized the code for easy import, separated and commented demo, updated readme 8 years ago
luann.lua added luann:decode and a sequenceMemoryPrediction demo, trivial implementation of a memory prediction scenario 8 years ago
luannDemo.lua modularized the code for easy import, separated and commented demo, updated readme 8 years ago
myTestNetwork.network modularized the code for easy import, separated and commented demo, updated readme 8 years ago
sequenceMemoryPrediction.lua added luann:decode and a sequenceMemoryPrediction demo, trivial implementation of a memory prediction scenario 8 years ago

README.md

luann

A fast neural network module written for Lua. This is based loosely off another neural network script http://www.forums.evilmana.com/psp-lua-codebase/lua-neural-networks/ Thanks soulkiller for the inspiration!

This basic low level neural network module can be used to train and run neural networks. I plan on abstracting the activation function and creating a few convenience training functions to do training from files.

The demo script illustrates basic creation, training, saving, and loading.

The output of any cell can be seen and manipulated by accessing .signal for the cell. This will allow the simple creation of complex neural network hierarchies. The output of hidden layers can easily be made the input layer for other networks, and training is done incrementally at the network level.

For now, the demo is a simple implementation of XOR