Devrim-Celik / simple_echo_state_network

Related projects ⓘ

Alternatives and complementary repositories for simple_echo_state_network

• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆42Updated last year
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆67Updated 4 years ago
• alirezag / matlab-esn
  A flexible and extensible echo state network framework for Matlab
  ☆19Updated 7 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆52Updated last year
• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆131Updated 3 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆40Updated 3 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆89Updated last year
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 4 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆159Updated 3 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆40Updated 4 months 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)
  ☆17Updated 2 years ago
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆89Updated 4 months ago
• brian-team / brian2cuda
  A brian2 extension to simulate spiking neural networks on GPUs
  ☆61Updated 4 months ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆115Updated 5 years ago
• libertyh / ising-model
  Fit an Ising model with neural spike train data using Minimum Probability Flow Learning. Based on code from Jascha Sohl-Dickstein.
  ☆19Updated 7 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆56Updated 6 years ago
• stefanonardo / echo-state-network
  Matlab implementation of Echo State Network (reservoir computing)
  ☆23Updated 7 years ago
• joelhochstetter / NWNsim
  ☆10Updated 3 years ago
• ANNarchy / ANNarchy
  ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.
  ☆38Updated this week
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 3 years ago
• brian-team / brian2tools
  Tools to use with Brian 2, in particular for visualization
  ☆13Updated 3 months ago
• eneftci / eCD
  Event-Driven CD in Spiking Neural Networks
  ☆21Updated 8 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆297Updated 4 years ago
• nengo / nengo-examples
  Instructive examples using projects in the Nengo ecosystem
  ☆23Updated last year
• fabridamicelli / echoes
  Machine Learning with Echo State Networks, a scikit-learn compatible package.
  ☆37Updated 3 weeks ago
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆24Updated last year
• machenslab / spikes
  Code for spike coding networks
  ☆14Updated 3 years ago
• brian-team / brian2genn
  Brian 2 frontend to the GeNN simulator
  ☆47Updated 2 months ago
• BruntonUWBio / STIMD
  ☆12Updated 6 years ago