Alternatives and similar repositories for Echo_State_Network_with_a_single_dynamical_node

Users that are interested in Echo_State_Network_with_a_single_dynamical_node are comparing it to the libraries listed below

• Benja1972 / Reservoir_computing
  Neural network (reservoir computing system) based on electro-optical delay setup
  ☆14Updated 5 years ago
• Devrim-Celik / multi_delay-coupled_reservoir
  Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.
  ☆10Updated 7 years ago
• GTANAKA-LAB / Memristor-Network-Reservoir
  Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.
  ☆27Updated 3 years ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆43Updated 2 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆94Updated 2 years ago
• E-Renshaw / kuramoto-sivashinsky
  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB
  ☆25Updated 6 years ago
• neuronalX / Oger
  Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)
  ☆18Updated 3 years ago
• stefanonardo / echo-state-network
  Matlab implementation of Echo State Network (reservoir computing)
  ☆25Updated 7 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆44Updated 11 months ago
• andrekovac / reservoir-persistent-memory
  Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
  ☆16Updated 3 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆175Updated 3 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• jdppthk / parallelized-reservoir-computing
  This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the pa…
  ☆34Updated 5 years ago
• MaterialMan / CHARC
  Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
  ☆9Updated 5 years ago
• Tsinghua-LEMON-Lab / Reservoir-computing
  ☆40Updated 2 years ago
• hgrov52 / Parallel-Reservoir-Computing-Network
  A massively parallel echo state network to classify the MNIST dataset
  ☆11Updated 6 years ago
• DipeshNiraula / RRAM-COMSOL-Model
  Comprehensive numerical modeling of filamentary RRAM devices including voltage ramp-rate and cycle-to-cycle variations
  ☆21Updated last year
• zhongruiwang / memristorCNN
  memristor 1T1R array based CNN and ConvLSTM
  ☆70Updated 5 years ago
• flori-stelzer / deep-learning-delay-system
  ☆23Updated last year
• KianAbbasNejad / Nonlinear-Cobweb
  Calculate the parameter basin of attraction, iteration loop, time series, and bifurcation diagram for a simple nonlinear cobweb model
  ☆9Updated 3 years ago
• ashesh6810 / RCESN_spatio_temporal
  Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN
  ☆43Updated 4 years ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆27Updated 2 years ago
• jdppthk / reservoir-computing-lyapunov-exponents
  Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…
  ☆44Updated 5 years ago
• alexander-rakhlin / ESN
  Echo State Networks
  ☆42Updated 9 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆92Updated 11 months ago
• SaharCarmel / Memristor-NN
  ☆9Updated 5 years ago
• wangsc1912 / rc_pndi
  [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…
  ☆14Updated 2 years ago
• joksas / badcrossbar
  A Python tool for computing and plotting currents and voltages in passive crossbar arrays.
  ☆28Updated last year
• Zheng-Meng / Reservoir-Computing-and-Hyperparameter-Optimization
  Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimizat…
  ☆21Updated last year
• thomastiotto / Memristor-Models
  Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.
  ☆31Updated 2 years ago