Code for Reservoir computing (Echo state network)
☆64Oct 25, 2018Updated 7 years ago
Alternatives and similar repositories for Reservoir
Users that are interested in Reservoir are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆21Mar 20, 2019Updated 7 years ago
- Tutorial on reservoir computing with an example on spoken digit recognition.☆14Mar 23, 2016Updated 10 years ago
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 years ago
- Implement Reservoir Computing models for time series classification, clustering, forecasting, and much more!☆431Mar 15, 2025Updated last year
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆44Oct 12, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A reservoir computing implementation in Mathematica for financial time series prediction.☆12Jul 22, 2015Updated 11 years ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆657Updated this week
- An Echo State Network module for PyTorch.☆244Oct 14, 2025Updated 11 months ago
- ☆15May 15, 2020Updated 6 years ago
- Python library for Reservoir Computing using Echo State Networks☆143Jan 4, 2021Updated 5 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆48Jul 25, 2024Updated 2 years ago
- simple Echo State Networks integrated with scikit-learn☆27Feb 9, 2020Updated 6 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆21Feb 14, 2022Updated 4 years ago
- Echo state network framework, NARMA10 dataset generator as an demonstration supplied.☆23Mar 4, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This is a submission repository for the signal enhancement for magnetic navigation (MagNav) challenge problem contest, which was introduc…☆23Jul 26, 2022Updated 4 years ago
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆102Mar 24, 2023Updated 3 years ago
- ☆12Mar 18, 2024Updated 2 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆28Nov 22, 2018Updated 7 years ago
- ☆25Apr 16, 2021Updated 5 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆53Mar 27, 2020Updated 6 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Nov 9, 2016Updated 9 years ago
- ☆55Jul 5, 2022Updated 4 years ago
- This is a 3-layer SNN for MNIST☆15May 11, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆44May 18, 2022Updated 4 years ago
- MIPS 汇编器☆10May 17, 2018Updated 8 years ago
- ☆15Jul 12, 2022Updated 4 years ago
- Estimating the fractal dimension of an image using the box counting approach☆14Oct 15, 2020Updated 5 years ago
- Heuristics for cardinality constrained portfolio optimisation☆12Nov 3, 2018Updated 7 years ago
- Architecture for RRAM multilevel programming☆18Sep 6, 2018Updated 8 years ago
- Implementation of Behavioral Cloning from Observationmentation☆16Nov 28, 2019Updated 6 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 4 years ago
- Liquid is a simulator for liquid state machines (LSM). The emphasis is on developing intuitions about how these constructs work and visua…☆17May 17, 2013Updated 13 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- The ML_Attack_XOR_PUF is a Machine Learning-based model for attacking the XOR Physical Unclonable Functions using a small number of chall…☆21Oct 30, 2020Updated 5 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 4 years ago
- SIMPLE MAGIC: Synthesis and In-memory MaPping of Logic Execution for Memristor Aided loGIC☆15Jan 23, 2020Updated 6 years ago
- Code for the NeurIPS 2020 paper Efficient Exact Verification of Binarized Neural Networks☆14Jun 30, 2022Updated 4 years ago
- ☆11Mar 31, 2023Updated 3 years ago
- Multivariate time series classification with a bi-directional ESN with a deep neural network readout.☆25Mar 15, 2025Updated last year