Topic: reservoir-computing Goto Github
Some thing interesting about reservoir-computing
Some thing interesting about reservoir-computing
reservoir-computing,Echo State Networks for Time Series Forecasting
User: ahaeusser
Home Page: https://ahaeusser.github.io/echos/
reservoir-computing,Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"
User: andrekovac
reservoir-computing,Repo for EchoVPR: Echo State Networks for Visual Place Recognition
User: anilozdemir
Home Page: https://anilozdemir.github.io/EchoVPR/
reservoir-computing,Code for papers Optimal Reservoir Operations using Long Short-Term Memory Network and Bi-directional Storage Capacity and Elevation Level Calculator for Reservoir Operation Management
User: anurag14
Home Page: https://arxiv.org/abs/2109.04255
reservoir-computing,Fortran code that combines the atmospheric general circulation model (AGCM) SPEEDY with a reservoir computing-based machine learning algorithm for weather prediction and climate simulations.
User: arcomano1234
reservoir-computing,A review of HAVOK and Reservoir computing for chaotic dynamics forecast
User: baronefr
reservoir-computing,a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning
User: blindedjoy
reservoir-computing,Echo State Networks in Python
User: cknd
reservoir-computing,Code for the "Evolving Reservoirs for Meta Reinforcement Learning" paper
User: corentinlger
reservoir-computing,An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.
User: danieleds
Home Page: https://torchrc.readthedocs.io
reservoir-computing,Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.
User: devrim-celik
reservoir-computing,Echo state network framework, NARMA10 dataset generator as an demonstration supplied.
User: devrim-celik
reservoir-computing,Computational Neuroscience projects.
User: fabiomurgese
reservoir-computing,Machine Learning with Echo State Networks, a scikit-learn compatible package.
User: fabridamicelli
Home Page: https://fabridamicelli.github.io/echoes/
reservoir-computing,Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
User: filippomb
Home Page: https://arxiv.org/abs/1711.06509
reservoir-computing,Software implementation of Pyramidal Reservoir Graph Neural Networks
User: filippomb
Home Page: https://arxiv.org/abs/2104.04710
reservoir-computing,Material for the course "Time series analysis with Python"
User: filippomb
Home Page: https://filippomb.github.io/python-time-series-handbook/
reservoir-computing,Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
User: filippomb
Home Page: https://reservoir-computing.readthedocs.io/en/latest/
reservoir-computing,Open Reservoir Simulation Research Project. This is the open source version of the code resulting from Fadeli Mohamed Elwardi's Master Thesis which was an attempt to show the potential of Open Source Software in the field of Reservoir Engineering by developing an extensible library using OpenFOAM (Foam-Extend) as a base.
User: foamscience
reservoir-computing,Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.
User: gtanaka-lab
reservoir-computing,Code for Reservoir computing (Echo state network)
User: jiahao42
reservoir-computing,Python library for Reservoir Computing using Echo State Networks
Organization: kalekiu
reservoir-computing,This repository has implementations of various alternatives to backpropagation for training neural networks.
User: lumenpallidium
reservoir-computing,Reservoir-computing based associative memory and itinerancy for complex dynamical attractors
User: lw-kong
reservoir-computing,Codes of our publication: Kong, Ling-Wei, Hua-Wei Fan, Celso Grebogi, and Ying-Cheng Lai. "Machine learning prediction of critical transition and system collapse." Physical Review Research 3, no. 1 (2021): 013090.
User: lw-kong
reservoir-computing,Reservoir Computing, an RNN flavor
User: masterdezign
Home Page: https://hackage.haskell.org/package/rc
reservoir-computing,Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
User: materialman
reservoir-computing,Source code for the CHAracterisation of Reservoir Computers (CHARC) framework
User: materialman
reservoir-computing,Probabilistic load forecasting with Reservoir Computing
User: micheleuit
reservoir-computing,This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition
User: nikhil-garg
reservoir-computing,Out-of-the-box framework for Echo State Networks
User: nizil
reservoir-computing,A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
User: nschaetti
Home Page: https://nschaetti.github.io/echotorch.github.io/
reservoir-computing,Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.
User: okozelsk
reservoir-computing,A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.
Organization: plasmacontrol
reservoir-computing,RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
User: pvlachas
Home Page: https://www.cse-lab.ethz.ch
reservoir-computing,Simulate and analyse complex microcircuits
User: rcfduarte
reservoir-computing,Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).
Organization: reservoirpy
reservoir-computing,A simple and flexible code for Reservoir Computing architectures like Echo State Networks
Organization: reservoirpy
reservoir-computing,Experimental R interface for ReservoirPy
Organization: reservoirpy
reservoir-computing,A library that you can use to build spiking neural network brains for your Arduino robots! Largely allows you to follow the paradigms of liquid state machines with LIF neurons.
User: rishabhmalviya
reservoir-computing,PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym
User: saran-nns
reservoir-computing,Reservoir computing utilities for scientific machine learning (SciML)
Organization: sciml
Home Page: https://docs.sciml.ai/ReservoirComputing/stable/
reservoir-computing,A new version of world models using Echo-state networks and random weight-fixed CNNs
User: shahdsaf
reservoir-computing,EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.
Organization: socratesnfr
reservoir-computing,An Echo State Network module for PyTorch.
User: stefanonardo
reservoir-computing,Repository for paper "Hands-on reservoir computing" (NCE, 2022)
User: stevenabreu7
Home Page: https://iopscience.iop.org/article/10.1088/2634-4386/ac7db7/meta
reservoir-computing,[Nature Communication 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport characteristics for multi-task learning"
User: wangsc1912
Home Page: https://www.nature.com/articles/s41467-023-36205-9
reservoir-computing,Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimization (hyperparameter optimization algorithm) is used to tune the hyperparameters and improve the performance.
User: zheng-meng
reservoir-computing,Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.
User: zheng-meng
reservoir-computing,Prediction spatio-temporal dynamics using Reservoir Computing
User: zimmerrol
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