Matlab implementation of Echo State Network (reservoir computing)
☆27Aug 3, 2017Updated 8 years ago
Alternatives and similar repositories for echo-state-network
Users that are interested in echo-state-network are comparing it to the libraries listed below
Sorting:
- A flexible and extensible echo state network framework for Matlab☆20Jul 6, 2017Updated 8 years ago
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 6 years ago
- This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…☆39Jan 25, 2020Updated 6 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆50Mar 27, 2020Updated 5 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 4 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆21Feb 14, 2022Updated 4 years ago
- My Very Own Deep Multiple Layered Echo State Network☆13Jan 2, 2021Updated 5 years ago
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 5 years ago
- Synthesis with Metaheuristics - Genetic Programming in Scala☆15Oct 4, 2019Updated 6 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆30Mar 22, 2023Updated 2 years ago
- Python + Numpy implementation of the Gene Expression Programming Evolutionary Algorithm☆11Sep 18, 2017Updated 8 years ago
- Source code for "Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications" (JLT 2021)☆41Feb 3, 2026Updated 3 weeks ago
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Deterministic transactional database layer on top of a stream processing engine☆27Oct 27, 2019Updated 6 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆25Aug 17, 2022Updated 3 years ago
- Spark data profiling utilities☆23Nov 24, 2018Updated 7 years ago
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆29Jul 19, 2025Updated 7 months ago
- Welcome to the WSO2 Machine Learner source code! For info on working with the WSO2 Machine Learner repository and contributing code, clic…☆23Jun 1, 2017Updated 8 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆26Sep 20, 2021Updated 4 years ago
- Space-Filling Curves in Scala☆26Aug 25, 2020Updated 5 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆98Mar 24, 2023Updated 2 years ago
- A library for parsing and querying an Esri File Geodatabase with Apache Spark.☆27Nov 13, 2016Updated 9 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆415Mar 15, 2025Updated 11 months ago
- One way of using Plot.ly on Zeppelin notebooks☆28Jan 17, 2016Updated 10 years ago
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆11Mar 3, 2024Updated last year
- Python library for Reservoir Computing using Echo State Networks☆143Jan 4, 2021Updated 5 years ago
- ☆13Aug 11, 2025Updated 6 months ago
- A connector for Apache Spark to access Exasol☆13Oct 31, 2025Updated 4 months ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆12Mar 20, 2025Updated 11 months ago
- ☆11Oct 27, 2020Updated 5 years ago
- Spark Operations Research☆11Sep 21, 2016Updated 9 years ago
- Repository with material used in the Adaptive Signal Processing course (PPgEE-UFCG).☆12Dec 18, 2025Updated 2 months ago
- linear genetic programming system for symbolic regression and classification.☆36Mar 1, 2017Updated 9 years ago
- An Echo State Network module for PyTorch.☆235Oct 14, 2025Updated 4 months ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Oct 12, 2020Updated 5 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆489Jul 25, 2024Updated last year
- Note: the repo has been moved to https://gitlab.com/readcoop/Transkribus/TranskribusCore☆38Oct 28, 2020Updated 5 years ago
- 中医书籍文献等材料的高质量文本数据☆17Apr 22, 2025Updated 10 months ago
- Uses a genetic algorithm to "evolve" brainfuck programs with desirable behaviours☆11Feb 8, 2025Updated last year