andrekovac / reservoir-persistent-memoryLinks
Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
☆17Updated 4 years ago
Alternatives and similar repositories for reservoir-persistent-memory
Users that are interested in reservoir-persistent-memory are comparing it to the libraries listed below
Sorting:
- A massively parallel echo state network to classify the MNIST dataset☆12Updated 6 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆26Updated 8 years ago
- A flexible and extensible echo state network framework for Matlab☆20Updated 8 years ago
- This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…☆38Updated 6 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆30Updated 2 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆98Updated 2 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆15Updated 6 years ago
- Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476☆14Updated 7 years ago
- Higher Order Spectrum Estimation toolkit☆66Updated 7 months ago
- Code for the paper "Next Generation Reservoir Computing"☆189Updated last month
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆21Updated 3 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆50Updated 5 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Updated 3 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆60Updated 4 years ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆32Updated 3 years ago
- A MATLAB implementation of an Echo State Network, using an unsupervised learning rule for pre-training the reservoir called Intrinsic Pla…☆10Updated 7 years ago
- ☆20Updated 5 years ago
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆25Updated 4 years ago
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆45Updated 5 years ago
- Fast numerical computation of (inverse) nonlinear Fourier transforms☆52Updated 2 weeks ago
- Reduced-order modelling using an atlas of charts☆28Updated 3 years ago
- A Python signal analysis toolbox for computing spectral-domain interactions using the bispectrum.☆32Updated last week
- An extended Hilbert transform☆13Updated 2 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆19Updated 7 years ago
- sparse dynamic mode decomposition in python☆37Updated 10 years ago
- Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.☆10Updated 7 years ago
- Code to run dynamical simulations on a Kuramoto Network Model of Coupled Phase Oscillators with Time Delays and visualize the results.☆14Updated 7 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Updated last year
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆28Updated 7 years ago
- Python library for Reservoir Computing using Echo State Networks☆142Updated 5 years ago