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:
- Matlab implementation of Echo State Network (reservoir computing)☆26Updated 8 years ago
- A massively parallel echo state network to classify the MNIST dataset☆11Updated 6 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 5 years ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆31Updated 2 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆96Updated 2 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆48Updated 5 years ago
- Reduced-order modelling using an atlas of charts☆27Updated 3 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Updated 2 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆46Updated last year
- Code for the paper "Next Generation Reservoir Computing"☆186Updated 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)☆21Updated 3 years ago
- Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476☆13Updated 7 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
- Neural network (reservoir computing system) based on electro-optical delay setup☆15Updated 6 years ago
- Higher Order Spectrum Estimation toolkit☆67Updated 6 months ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆57Updated 4 years ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆31Updated 3 years ago
- Fast OOP MATLAB® implementation of Extreme Learning Machines for both regression and binary classification problems.☆12Updated 9 years ago
- Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation☆32Updated 3 years ago
- A MATLAB toolbox for the time-domain simulation of acoustic wave fields☆85Updated this week
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆25Updated 4 years ago
- Dynamic Mode Decomposition☆61Updated 8 years ago
- The python implementation of the BSBL algorithms for block sparse signal recovery☆16Updated 3 years ago
- ☆24Updated 2 years ago
- An extended Hilbert transform☆13Updated last year
- ☆97Updated 7 months ago
- Nonlinear optimization for MATLAB.☆28Updated 5 years ago
- Functional models and algorithms for sparse signal processing☆95Updated 2 years ago
- Non-Linear Dynamic Systems☆29Updated 4 years ago