English

ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models

Computational Engineering, Finance, and Science 2023-07-04 v1 Artificial Intelligence

Abstract

We introduce ReservoirComputing.jl, an open source Julia library for reservoir computing models. The software offers a great number of algorithms presented in the literature, and allows to expand on them with both internal and external tools in a simple way. The implementation is highly modular, fast and comes with a comprehensive documentation, which includes reproduced experiments from literature. The code and documentation are hosted on Github under an MIT license https://github.com/SciML/ReservoirComputing.jl.

Keywords

Cite

@article{arxiv.2204.05117,
  title  = {ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models},
  author = {Francesco Martinuzzi and Chris Rackauckas and Anas Abdelrehim and Miguel D. Mahecha and Karin Mora},
  journal= {arXiv preprint arXiv:2204.05117},
  year   = {2023}
}
R2 v1 2026-06-24T10:44:31.417Z