Devrim-Celik / multi_delay-coupled_reservoir
Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.
☆10Updated 6 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
- Demonstration of reservoir computing using a single dynamical node as described in: https://www.nature.com/articles/ncomms1476☆10Updated 6 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆13Updated 5 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆16Updated 3 years ago
- A massively parallel echo state network to classify the MNIST dataset☆11Updated 5 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆18Updated 6 years ago
- Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.☆21Updated 2 years ago
- ☆23Updated last year
- Comprehensive numerical modeling of filamentary RRAM devices including voltage ramp-rate and cycle-to-cycle variations☆17Updated 9 months ago
- Repository for paper "Hands-on reservoir computing" (NCE, 2022)☆26Updated last year
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆17Updated 2 years ago
- memristor 1T1R array based CNN and ConvLSTM☆68Updated 5 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆93Updated last year
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆12Updated last year
- Matlab implementation of Echo State Network (reservoir computing)☆25Updated 7 years ago
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Updated 3 years ago
- An algorithm used to simulate a pulse propagation in optical fibers☆21Updated 3 years ago
- Scripts for photonics devices and optical communication systems simulations☆14Updated 8 years ago
- This repository hold the CommDspy package where I implemented some signal processing procedures often used☆9Updated 10 months ago
- Memristor Reinforcement Learning☆28Updated 5 years ago
- Optical Fiber Communication lab/experiments processing scripts☆32Updated 6 years ago
- ☆9Updated 4 years ago
- The Simple Monte Carlo Simulator is a standalone executable capable of simulating Avalanche Photodiode (APD) and Single Photon Avalanche …☆9Updated 5 years ago
- Solving nonlinear Schrodinger equation using split step Fourier method with 4th order R-K☆24Updated 2 years ago
- CrossSim: accuracy simulation of analog in-memory computing☆135Updated this week
- Simulation code to support the lectures of the course of Optical Communications at the Electrical Engineering Department of the Federal U…☆36Updated last month
- Simulate optical communications systems with Python.☆121Updated 3 months ago
- A simulation framework for unitary neural networks and photonic devices☆102Updated 3 years ago
- A Python DSP framework for optical communications, accelerated in CPU/GPU, differentiate, vectorize, and more, powered by JAX.☆59Updated 2 years ago
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆29Updated last year
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆70Updated 2 years ago