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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A flexible and extensible echo state network framework for Matlab☆21Jul 6, 2017Updated 8 years ago
- A MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…☆10Aug 5, 2018Updated 7 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
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 6 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 4 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Source code for "Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications" (JLT 2021)☆41Feb 3, 2026Updated last month
- My Very Own Deep Multiple Layered Echo State Network☆13Jan 2, 2021Updated 5 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆31Mar 22, 2023Updated 3 years ago
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆30Jul 19, 2025Updated 8 months ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆15Nov 12, 2019Updated 6 years ago
- Fast bottom up trend reversal detection algorithm.☆14Oct 1, 2020Updated 5 years ago
- Synthesis with Metaheuristics - Genetic Programming in Scala☆15Oct 4, 2019Updated 6 years ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆32Apr 27, 2022Updated 3 years ago
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆11Mar 3, 2024Updated 2 years ago
- This repository is a collection of codes generated for optimizing the echo state network for RUL prediction of airplane engines☆10Oct 11, 2021Updated 4 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆25Aug 17, 2022Updated 3 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
- Python + Numpy implementation of the Gene Expression Programming Evolutionary Algorithm☆11Sep 18, 2017Updated 8 years ago
- ☆19May 3, 2025Updated 10 months ago
- Deep Echo State Network (DeepESN) Python Library☆127Updated this week
- An algorithm used to simulate a pulse propagation in optical fibers☆26Sep 20, 2021Updated 4 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆491Feb 28, 2026Updated 3 weeks ago
- Software in MATLAB that show the link budget for free space optics communications between OGS (optical ground station) and satellite (Upl…☆10Jun 7, 2022Updated 3 years ago
- MATLAB code for Combined Hybrid-Parallel Prediction☆10Nov 14, 2022Updated 3 years ago
- Code for the paper "Next Generation Reservoir Computing"☆191Dec 11, 2025Updated 3 months ago
- Scripts for studying the Stanford EE379 Digital Communications course☆18Sep 14, 2016Updated 9 years ago
- Space-Filling Curves in Scala☆26Aug 25, 2020Updated 5 years ago
- Simulink Library for Silicon Photonics Systems Simulation☆28Feb 21, 2017Updated 9 years ago
- Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure☆10Jun 17, 2021Updated 4 years ago
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 5 years ago
- One way of using Plot.ly on Zeppelin notebooks☆28Jan 17, 2016Updated 10 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆16Jan 11, 2023Updated 3 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Nov 11, 2018Updated 7 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆415Mar 15, 2025Updated last year
- equalizer code☆72Dec 29, 2023Updated 2 years ago
- Binding the GDELT universe in a Spark environment☆26Apr 21, 2023Updated 2 years ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆12Mar 20, 2025Updated last year