Alternatives and similar repositories for simple_echo_state_network:

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

• kalekiu / easyesn
  Python library for Reservoir Computing using Echo State Networks
  ☆134Updated 4 years ago
• ciortanmadalina / EchoStateNetwork
  ☆26Updated 5 years ago
• blindedjoy / RcTorch
  a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
  ☆44Updated 2 years ago
• ricardodeazambuja / Bee
  The Spiking Reservoir (Liquid State Machine - LSM) Simulator
  ☆53Updated last year
• PlasmaControl / PyRCN
  A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
  ☆90Updated 7 months ago
• IGITUGraz / LSM
  Liquid State Machines in Python and NEST
  ☆69Updated 4 years ago
• reservoirpy / awesome-reservoir-computing
  Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
  ☆45Updated 3 years ago
• lucapedrelli / DeepESN
  Deep Echo State Network (DeepESN) Python library
  ☆118Updated 5 years ago
• cknd / pyESN
  Echo State Networks in Python
  ☆304Updated 4 years ago
• stefanonardo / pytorch-esn
  An Echo State Network module for PyTorch.
  ☆217Updated 2 years ago
• pvlachas / RNN-RC-Chaos
  RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…
  ☆93Updated last year
• IGITUGraz / L2L
  Learning to Learn: Gradient-free Optimization framework
  ☆36Updated 3 years ago
• FilippoMB / Bidirectional-Deep-readout-Echo-State-Network
  Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
  ☆25Updated 2 years ago
• joelhochstetter / NWNsim
  ☆10Updated 3 years ago
• jiahao42 / Reservoir
  Code for Reservoir computing (Echo state network)
  ☆59Updated 6 years ago
• pvlachas / RNN-Lyapunov-Spectrum
  A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
  ☆41Updated 6 months ago
• kghose / Liquid
  Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…
  ☆18Updated 11 years ago
• sylvchev / simple_esn
  simple Echo State Networks integrated with scikit-learn
  ☆26Updated 5 years ago
• quantinfo / ng-rc-paper-code
  Code for the paper "Next Generation Reservoir Computing"
  ☆166Updated 3 years ago
• francesco-mannella / Echo-State-Networks
  Echo State Networks with TensorFlow
  ☆37Updated 4 years ago
• alexander-rakhlin / ESN
  Echo State Networks
  ☆40Updated 9 years ago
• ANNarchy / ANNarchy
  ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.
  ☆39Updated this week
• nengo / nengo-examples
  Instructive examples using projects in the Nengo ecosystem
  ☆23Updated last year
• stevenabreu7 / handson_reservoir
  Repository for paper "Hands-on reservoir computing" (NCE, 2022)
  ☆27Updated last year
• Saran-nns / sorn
  PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
  ☆35Updated 5 months ago
• danieleds / TorchRC
  An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
  ☆18Updated 2 years ago
• arvoelke / nengolib
  Nengo library of additional extensions
  ☆29Updated last year
• 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 3 years ago
• lolemacs / pytorch-eventprop
  A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks
  ☆49Updated 4 years ago
• nschaetti / EchoTorch
  A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…
  ☆466Updated 6 months ago