Matlab implementation of Echo State Network (reservoir computing)
☆29Aug 3, 2017Updated 9 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 MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…☆10Aug 5, 2018Updated 8 years ago
- This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…☆42Jan 25, 2020Updated 6 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 5 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆53Mar 27, 2020Updated 6 years ago
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 7 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.
- 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
- Generate a Deep Neural Network for Equalization of Optical channels☆17Aug 12, 2021Updated 5 years ago
- My Very Own Deep Multiple Layered Echo State Network☆13Jan 2, 2021Updated 5 years ago
- Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…☆33Jul 19, 2025Updated last year
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆34Apr 27, 2022Updated 4 years ago
- AIS visualization from an interactive R and Shiny based web app using Material Design from Google.☆13Sep 13, 2018Updated 7 years ago
- Converts 3D file formats to Minecraft schematics☆14Mar 8, 2013Updated 13 years ago
- Fast bottom up trend reversal detection algorithm.☆14Oct 1, 2020Updated 5 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 使用代码前请先阅读readme.txt☆11Apr 1, 2020Updated 6 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆25Aug 17, 2022Updated 4 years ago
- Lua/Terra + Java Native Interface☆21Mar 3, 2017Updated 9 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆26Sep 20, 2021Updated 4 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
- Deterministic transactional database layer on top of a stream processing engine☆27Oct 27, 2019Updated 6 years ago
- Python + Numpy implementation of the Gene Expression Programming Evolutionary Algorithm☆11Sep 18, 2017Updated 8 years ago
- Software in MATLAB that show the link budget for free space optics communications between OGS (optical ground station) and satellite (Upl…☆11Jun 7, 2022Updated 4 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆500Jul 17, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Deep Echo State Network (DeepESN) Python Library☆127Mar 16, 2026Updated 5 months ago
- Prolog is suitable enviroment for writting planners. However there is no way how to work with PDDL files so far. In this library we provi…☆20Jul 26, 2021Updated 5 years ago
- Former Research simulations and results☆10Jul 24, 2017Updated 9 years ago
- Source code for "Combined Neural Network and Adaptive DSP Training for Long-Haul Optical Communications" (JLT 2021)☆41Feb 3, 2026Updated 6 months ago
- Simulink Library for Silicon Photonics Systems Simulation☆29Feb 21, 2017Updated 9 years ago
- Space-Filling Curves in Scala☆26Aug 25, 2020Updated 6 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago
- Spark data profiling utilities☆23Nov 24, 2018Updated 7 years ago
- Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'☆17Jul 17, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- One way of using Plot.ly on Zeppelin notebooks☆28Jan 17, 2016Updated 10 years ago
- Ready-to-go Docker image with Polynote☆25Aug 6, 2020Updated 6 years ago
- equalizer code☆75Dec 29, 2023Updated 2 years ago
- Simulation code for "Tractable Approach to MmWaves Cellular Analysis With FSO Backhauling Under Feedback Delay and Hardware Limitations,"…☆13Jun 4, 2021Updated 5 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
- Binding the GDELT universe in a Spark environment☆26Apr 21, 2023Updated 3 years ago
- Deep Autoencoder with Extreme Learning Machines☆14Nov 4, 2021Updated 4 years ago