Code for the paper "Next Generation Reservoir Computing"
☆193Dec 11, 2025Updated 7 months ago
Alternatives and similar repositories for ng-rc-paper-code
Users that are interested in ng-rc-paper-code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆646Jun 17, 2026Updated last month
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆499Updated this week
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆32Mar 22, 2023Updated 3 years ago
- ☆44May 18, 2022Updated 4 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆52Mar 27, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Matlab implementation of Echo State Network (reservoir computing)☆28Aug 3, 2017Updated 8 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆427Mar 15, 2025Updated last year
- simple Echo State Networks integrated with scikit-learn☆27Feb 9, 2020Updated 6 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 years ago
- Hundreds of strange attractors☆544Apr 15, 2026Updated 3 months ago
- ☆12Nov 9, 2020Updated 5 years ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆14Mar 20, 2025Updated last year
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆65Nov 18, 2021Updated 4 years ago
- Library of swarm-intelligence algorithms☆38Apr 23, 2026Updated 2 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.☆20May 9, 2025Updated last year
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- Materials related to the Medium article "Predicting Stock Prices with Echo State Networks".☆51Oct 9, 2020Updated 5 years ago
- Echo State Networks in Python☆319May 6, 2020Updated 6 years ago
- Python library for Reservoir Computing using Echo State Networks☆144Jan 4, 2021Updated 5 years ago
- ☆29Oct 30, 2023Updated 2 years ago
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 9 years ago
- ☆388Oct 15, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- testbed problems for photonics optimization☆50Jun 22, 2024Updated 2 years ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆97Updated this week
- Deep Echo State Network (DeepESN) Python Library☆126Mar 16, 2026Updated 4 months ago
- ☆10Jan 19, 2026Updated 6 months ago
- Neuron-Astrocyte Liquid State Machine☆27Nov 24, 2021Updated 4 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆91Aug 15, 2022Updated 3 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆28Nov 22, 2018Updated 7 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- An Echo State Network module for PyTorch.☆241Oct 14, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Research/development of physics-informed neural networks for dynamic systems☆33Nov 25, 2024Updated last year
- Training Recurrent Neural Networks via Forward Propagation Through Time☆42Jun 11, 2021Updated 5 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆13Oct 12, 2020Updated 5 years ago
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Apr 5, 2021Updated 5 years ago
- Liquid State Machines in Python and NEST☆76Nov 6, 2020Updated 5 years ago
- Predictive coding networks for temporal prediction☆20Mar 20, 2024Updated 2 years ago
- Code for Reservoir computing (Echo state network)☆63Oct 25, 2018Updated 7 years ago