Moved: Add Liquid State Machine (LSM) from Synaptic

liquidcarrot / carrot

🥕 Evolutionary Neural Networks in JavaScript

https://liquidcarrot.io/carrot/

MIT License

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Moved: Add Liquid State Machine (LSM) from Synaptic #39

Open dan-ryan opened 5 years ago

dan-ryan commented 5 years ago

This suggestion has been moved from Neataptic. https://github.com/wagenaartje/neataptic/issues/76

I'd love to see the Liquid State Machine implemented in Neataptic. I noticed there was a similar functionality in the Random network but it's not really a Liquid network. ( Great paper on LSM from Utrecht University, http://www.ai.rug.nl/~mwiering/thesis_kok.pdf, see page 18)

dan-ryan commented 5 years ago

Looks like Synaptic has done the hard work with this one, so it should be easy to port over. https://github.com/cazala/synaptic/wiki/Architect

Code: https://github.com/cazala/synaptic/blob/master/src/architectures/Liquid.js