sylvchev / simple_esnLinks
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
Sorting:
- Echo State Networks☆42Updated 9 years ago
- Deep Echo State Network (DeepESN) Python library☆122Updated 2 months ago
- Echo state network implementation on tensorflow☆70Updated 6 years ago
- Echo State Networks in Python☆308Updated 5 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆18Updated 7 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Updated 3 months ago
- ☆26Updated 6 years ago
- An Echo State Network module for PyTorch.☆223Updated 2 years ago
- Python library for Reservoir Computing using Echo State Networks☆135Updated 4 years ago
- Code for Reservoir computing (Echo state network)☆59Updated 6 years ago
- A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module ava…☆468Updated 11 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Event-Driven CD in Spiking Neural Networks☆20Updated 9 years ago
- Proportional-Derivative Neural Networks, as described in Temporally Efficient Deep Learning with Spikes☆16Updated 7 years ago
- Echo State Networks with TensorFlow☆37Updated 4 years ago
- Clean repo for tensor-train RNN implemented in TensorFlow☆69Updated 5 years ago
- Liquid State Machines in Python and NEST☆72Updated 4 years ago
- Brian is a simulator for spiking neural networks available on almost all platforms. This is the legacy version that is no longer develope…☆60Updated 2 years ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆92Updated 11 months ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆43Updated 2 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆58Updated last year
- ☆24Updated 8 years ago
- Several implementations of the kernel-based activation functions☆62Updated 6 years ago
- Code for the paper "Next Generation Reservoir Computing"☆175Updated 3 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆94Updated 2 years ago
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆43Updated 3 years ago
- Event-based deep belief network offline training algorithm☆22Updated 11 years ago
- Local Receptive Fields Based Extreme Learning Machine☆30Updated 9 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆56Updated 6 years ago
- Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.☆13Updated 2 years ago