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Oldřich Koželský edited this page May 24, 2018 · 91 revisions

Reservoir Computing for .NET (RCNet)

The aim of the project is to make the reservoir computing methods easy to use and available for .net platform without dependency on external heterogeneous libraries. Two main reservoir computing methods are Echo State Network (ESN) and Liquid State Machine (LSM). The implemented solution supports both of these methods. However, since ESN and LSM are based on very similar principles, it is also possible to combine them (it is possible to connect analog and spiking neurons within the reservoir), which, I believe, opens up new interesting possibilities. This general implementation is called "State Machine" in the context of RCNet.

State Machine conceptual view

State Machine conceptual view

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