Code for Reservoir computing (Echo state network)
☆62Oct 25, 2018Updated 7 years ago
Alternatives and similar repositories for Reservoir
Users that are interested in Reservoir are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Echo State Network (Reservoir Computing) Coded by pure Python☆12Mar 20, 2018Updated 8 years ago
- ☆21Mar 20, 2019Updated 7 years ago
- Tutorial on reservoir computing with an example on spoken digit recognition.☆13Mar 23, 2016Updated 10 years ago
- Echo State Networks in Python☆317May 6, 2020Updated 6 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Oct 12, 2020Updated 5 years 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.
- A reservoir computing implementation in Mathematica for financial time series prediction.☆11Jul 22, 2015Updated 10 years ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆636May 7, 2026Updated 3 weeks ago
- ☆15May 15, 2020Updated 6 years ago
- Python library for Reservoir Computing using Echo State Networks☆144Jan 4, 2021Updated 5 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Jul 25, 2024Updated last year
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆22Feb 14, 2022Updated 4 years ago
- Re-implementation of the work Livebot☆16Jun 21, 2020Updated 5 years ago
- The 4DVar data assimilation technique implemented with the Lorenz '63 model☆11Dec 12, 2017Updated 8 years ago
- ☆25Apr 16, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Mar 18, 2024Updated 2 years ago
- Multiclass support matrix machine for single trial EEG classification☆11Jul 9, 2018Updated 7 years ago
- GPU RKF45 (Runge–Kutta–Fehlberg) ODE solver written in pycuda/python3☆10Mar 22, 2019Updated 7 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆28Aug 3, 2017Updated 8 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Nov 9, 2016Updated 9 years ago
- An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.☆17Dec 8, 2022Updated 3 years ago
- This is a 3-layer SNN for MNIST☆15May 11, 2022Updated 4 years ago
- ☆42May 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…☆51Mar 27, 2020Updated 6 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.
- ☆12Mar 1, 2024Updated 2 years ago
- Official repo for paper "HiMoE-VLA: Hierarchical Mixture-of-Experts for Generalist Vision-Language-Action Policies"☆32Dec 12, 2025Updated 5 months ago
- The SIM-ONE Framework: World's first architecture for governed cognition. Achieves AGI-level capabilities through 9-protocol cognitive go…☆17Oct 12, 2025Updated 7 months ago
- testing code for ``Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes''☆15Nov 5, 2019Updated 6 years ago
- SIMPLE MAGIC: Synthesis and In-memory MaPping of Logic Execution for Memristor Aided loGIC☆15Jan 23, 2020Updated 6 years ago
- Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters☆13Aug 15, 2022Updated 3 years ago
- Extract a complete process from insightface_tf to do face recognition and verification.☆17Mar 20, 2026Updated 2 months ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆13Jun 30, 2022Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆37Feb 12, 2020Updated 6 years ago
- ☆14May 12, 2022Updated 4 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Mar 15, 2025Updated last year
- ☆18Oct 15, 2021Updated 4 years ago
- Lyapunov exponent of maps and ODE in Python 3, example with Henon Map and Lorenz System☆14Nov 6, 2017Updated 8 years ago
- Code for the paper "Next Generation Reservoir Computing"☆195Dec 11, 2025Updated 5 months ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago