hgrov52 / Parallel-Reservoir-Computing-NetworkLinks
A massively parallel echo state network to classify the MNIST dataset
☆12Updated 6 years ago
Alternatives and similar repositories for Parallel-Reservoir-Computing-Network
Users that are interested in Parallel-Reservoir-Computing-Network are comparing it to the libraries listed below
Sorting:
- Matlab implementation of Echo State Network (reservoir computing)☆26Updated 8 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆15Updated 6 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Updated 4 years ago
- A flexible and extensible echo state network framework for Matlab☆20Updated 8 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
- Scripts for photonics devices and optical communication systems simulations☆18Updated 9 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
- Neuromorphic/Reservoir computing with spatiotemporal nonlinear propagation in GIMF☆25Updated 4 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆24Updated 3 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆81Updated last year
- Optical Fiber Communication lab/experiments processing scripts☆35Updated 7 years ago
- Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.☆10Updated 7 years ago
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆46Updated last month
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆30Updated 2 years ago
- Fast numerical computation of (inverse) nonlinear Fourier transforms☆52Updated last week
- An implementation to "Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm"…☆15Updated 3 years ago
- ☆33Updated 4 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
- A matlab coding framework and component library for simulation and experimental analysis of optical communication systems☆69Updated 6 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆26Updated 4 years ago
- Implementation of an algorithm to counterbalance for the chromatic dispersion, that is indroduced in optic fibers.☆16Updated 5 years ago
- Generalized Nonlinear Schrodinger Equation based simulation of nonlinear broadening of ultrashort pulses in optical fibers.☆40Updated 4 years ago
- Research on optical communication systems☆106Updated 6 years ago
- Polarization Demultiplexing for Optical Communication Systems☆16Updated 2 years ago
- ☆24Updated 2 years ago
- This project shows the code for an automated training dataset collection system of a 915km 12 span optical communication system. To real…☆20Updated 4 years ago
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆52Updated 4 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆98Updated 2 years ago
- ☆34Updated 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