sylvchev / simple_esn
simple Echo State Networks integrated with scikit-learn
☆26Updated 5 years ago
Alternatives and similar repositories for simple_esn:
Users that are interested in simple_esn are comparing it to the libraries listed below
- Echo State Networks☆43Updated 9 years ago
- Echo state network implementation on tensorflow☆69Updated 6 years ago
- Deep Echo State Network (DeepESN) Python library☆121Updated 2 weeks ago
- An Echo State Network module for PyTorch.☆219Updated 2 years ago
- Python library for Reservoir Computing using Echo State Networks☆135Updated 4 years ago
- Echo State Networks in Python☆305Updated 5 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆18Updated 7 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated 2 years ago
- ☆26Updated 6 years ago
- Code for Reservoir computing (Echo state network)☆59Updated 6 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Updated last month
- Clean repo for tensor-train RNN implemented in TensorFlow☆69Updated 5 years ago
- Echo State Networks with TensorFlow☆37Updated 4 years ago
- Liquid State Machines in Python and NEST☆71Updated 4 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆467Updated 9 months ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆90Updated 9 months ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆57Updated last year
- Matlab implementation of Echo State Network (reservoir computing)☆25Updated 7 years ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆44Updated 2 years ago
- Code for the paper "Next Generation Reservoir Computing"☆173Updated 3 years ago
- Local Receptive Fields Based Extreme Learning Machine☆30Updated 9 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- 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
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆42Updated 3 years ago
- Tutorial on reservoir computing with an example on spoken digit recognition.☆11Updated 9 years ago
- A flexible and extensible echo state network framework for Matlab☆20Updated 7 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Updated 7 years ago
- Generative Adversarial Networks for time-series generation☆9Updated 6 years ago