echo-state-networks topic

Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).

reservoirpy

Nengo library of additional extensions

arvoelke

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

pvlachas

Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

okozelsk

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

blindedjoy

An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.

danieleds

[Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."

wangsc1912

Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.

Zheng-Meng