ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML) (by SciML)

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  • Scientists develop the next generation of reservoir computing
    1 project | news.ycombinator.com | 22 Sep 2021
    Not just similar, the same. If you look through the documentation you'll see that https://github.com/SciML/ReservoirComputing.jl is a collection of reservoir architectures with high performance implementations, and some of our recent research has been pulling reservoir computing to the continuous domain for stiff ODEs (think of it almost like a neural ODE that you do not need to train via gradient descent): https://arxiv.org/abs/2010.04004 . We are definitely digging through this paper with some fascination and will incorporate a lot of its advancements into the software.

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SciML/ReservoirComputing.jl is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of ReservoirComputing.jl is Julia.


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