Devrim-Celik / multi_delay-coupled_reservoirLinks
Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.
☆10Updated 7 years ago
Alternatives and similar repositories for multi_delay-coupled_reservoir
Users that are interested in multi_delay-coupled_reservoir are comparing it to the libraries listed below
Sorting:
- Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476☆10Updated 7 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆14Updated 5 years ago
- A massively parallel echo state network to classify the MNIST dataset☆11Updated 6 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆24Updated 2 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Updated 3 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆19Updated 3 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated 2 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆25Updated 7 years ago
- ☆12Updated 8 years ago
- ☆18Updated 2 years ago
- ☆23Updated last year
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆14Updated 2 years ago
- Scripts for photonics devices and optical communication systems simulations☆16Updated 8 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆44Updated 2 years ago
- Liquid State Machines in Python and NEST☆72Updated 4 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆25Updated 6 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆23Updated 3 years ago
- memristor 1T1R array based CNN and ConvLSTM☆70Updated 6 years ago
- Comprehensive numerical modeling of filamentary RRAM devices including voltage ramp-rate and cycle-to-cycle variations☆21Updated last year
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆13Updated 2 years ago
- Implementation of an algorithm to counterbalance for the chromatic dispersion, that is indroduced in optic fibers.☆15Updated 5 years ago
- Code for Reservoir computing (Echo state network)☆60Updated 6 years ago
- Optical Fiber Communication lab/experiments processing scripts☆35Updated 6 years ago
- Echo State Networks☆42Updated 9 years ago
- Coupled Generalized Nonlinear Schrodringer Equation solver for birefringent fibers☆20Updated 2 years ago
- Python library for Reservoir Computing using Echo State Networks☆137Updated 4 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆53Updated 3 years ago
- Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.☆28Updated 3 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆24Updated 2 years ago
- Solves the GMMNLSE in MATLAB for pulse propagation in multimode fiber, with an efficient GPU implementation☆54Updated 6 years ago