vogdb / smart-synapses

Smart synapse mechanisms in ANN

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This project is a collection of different smart synapse mechanisms in ANN. The name "smart synapse" I took from the article Beyond Hebb: exclusive-OR and biological learning. Klemm 2000. Thus the first script klemm/original in this collection is an implementation of that article. I didn't use any neural networks frameworks. Everything is done in plain Numpy. klemm/experimental is just a place to experiment on the original. It shows that an intuitive plasticity rule works pretty bad. Errors get increased very fast.

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Smart synapse mechanisms in ANN


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