alex180500/QuantumReservoirComputing.jl

Quantum Reservoir Computing and Quantum Extreme Learning Machine package written in Julia.

Language: Julia - Size: 12.7 KB - Last synced at: about 11 hours ago - Pushed at: about 12 hours ago - Stars: 0 - Forks: 0

reservoirpy/reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Language: Python - Size: 102 MB - Last synced at: 3 days ago - Pushed at: 19 days ago - Stars: 512 - Forks: 116

FilippoMB/Time-series-classification-and-clustering-with-Reservoir-Computing

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification, clustering, forecasting, and much more!

Language: Python - Size: 15.2 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 376 - Forks: 85

Saran-nns/sorn

PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym

Language: Python - Size: 33.2 MB - Last synced at: about 20 hours ago - Pushed at: 8 months ago - Stars: 37 - Forks: 2

FilippoMB/python-time-series-handbook

Book and material for the course "Time series analysis with Python" (STA-2003)

Language: Jupyter Notebook - Size: 340 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 134 - Forks: 26

danieleds/TorchRC

An organized collection of Reservoir Computing models and techniques that is well-integrated within the PyTorch API.

Language: Python - Size: 52.7 KB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 4

SciML/ReservoirComputing.jl

Reservoir computing utilities for scientific machine learning (SciML)

Language: Julia - Size: 19.4 MB - Last synced at: 6 days ago - Pushed at: 22 days ago - Stars: 213 - Forks: 38

reservoirpy/awesome-reservoir-computing

Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).

Size: 26.4 KB - Last synced at: 11 days ago - Pushed at: over 3 years ago - Stars: 47 - Forks: 4

cknd/pyESN

Echo State Networks in Python

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: 16 days ago - Pushed at: almost 5 years ago - Stars: 304 - Forks: 122

ahaeusser/echos

Echo State Networks for Time Series Forecasting

Language: R - Size: 15.6 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 15 - Forks: 1

okozelsk/EasyML

An easy-to-use independent machine learning library for .net. It offers MLP models (including deep RVFL aka ELM) for common ML tasks as well as Reservoir Computer for efficiently solving ML tasks on time series data.

Language: C# - Size: 5.47 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 4 - Forks: 0

FilippoMB/Bidirectional-Deep-readout-Echo-State-Network

Multivariate time series classification with a bi-directional ESN with a deep neural network readout.

Language: Python - Size: 10.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 25 - Forks: 11

FilippoMB/Pyramidal-Reservoir-Graph-Neural-Networks

Official repository of the paper "Pyramidal Reservoir Graph Neural Networks".

Language: Python - Size: 16.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 0

zeqianli/EchoStateNetwork 📦

A simple Python implementation of EchoStateNetwork

Language: Python - Size: 5.86 KB - Last synced at: 24 days ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

zeqianli/EIBalanceLSM 📦

A Liquid State Machine (LSM) with E-I balanced neurons

Language: Python - Size: 8.79 KB - Last synced at: 24 days ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

JacopoRaffi/GraphESN

Implementation of a Graph Echo State Network (GraphESN) using PyTorch Geometric (PyG).

Language: Python - Size: 27.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

PlasmaControl/PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

Language: Python - Size: 192 MB - Last synced at: 18 days ago - Pushed at: 9 months ago - Stars: 91 - Forks: 19

kalekiu/easyesn

Python library for Reservoir Computing using Echo State Networks

Language: Python - Size: 1.68 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 135 - Forks: 39

blindedjoy/RcTorch

a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning

Language: Jupyter Notebook - Size: 369 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 12

vms10/memory-encoding-GRN

Exploring E. Coli’s Gene Regulatory Network through the lens of Reservoir Computing. We analyze how local topological motifs and dynamic properties influence the network’s memory capacity

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

AJS50/Hybrid_RC_for_NLONS_paper_code

Code for the paper "Modeling nonlinear oscillator networks using physics-informed hybrid reservoir computing"

Language: Julia - Size: 18.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

braph-software/MemoryCapacity

This repository contains "Memory Capacity", a pipeline of BRAPH 2.0 software that uses the reservoir computing framework to calculate both global and regional memory capacity of a network. Reference: "Computational memory capacity predicts aging and cognitive decline" by Mijalkov et al. (2025).

Language: MATLAB - Size: 90.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

fabridamicelli/echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

Language: Python - Size: 7.56 MB - Last synced at: 4 days ago - Pushed at: 4 months ago - Stars: 38 - Forks: 8

stevenabreu7/handson_reservoir

Repository for paper "Hands-on reservoir computing" (NCE, 2022)

Language: Jupyter Notebook - Size: 7.56 MB - Last synced at: 9 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 10

LumenPallidium/backprop-alts

This repository has implementations of various alternatives to backpropagation for training neural networks.

Language: Python - Size: 1.19 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 19 - Forks: 5

yrrIsYourFather/PRC

Final project for the course "Introduction to Neuroscience" (2024 Fall).

Language: Python - Size: 32.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

RSN601KRI/Quantum_Reservoir_Modeling

Quantum Reservoir Computing (QRC) algorithm to address credit risk modeling use any quantum software development kit (SDK) or quantum processing unit (QPU).

Language: Python - Size: 54.7 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

nschaetti/EchoTorch

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.

Language: Python - Size: 50.9 MB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 453 - Forks: 117

stefanonardo/pytorch-esn

An Echo State Network module for PyTorch.

Language: Python - Size: 302 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 216 - Forks: 44

zimmerrol/rcp_spatio_temporal

Prediction spatio-temporal dynamics using Reservoir Computing

Language: PostScript - Size: 150 MB - Last synced at: 19 days ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 1

NiziL/esnpy

Out-of-the-box framework for Echo State Networks

Language: Python - Size: 180 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 3

OSJL-py/PRCpy

Simple modular python package for physical reservoir computing. Use your own experimental data.

Language: Python - Size: 40.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

kasraazizi/ReservoirComputing-with-EchoStateNetworks-for-an-InvertedPendulum-closed-loop-system

Language: Jupyter Notebook - Size: 578 KB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

flohey/turbESN

turbESN is an echo state network implementation, used in my PhD research as part of the DeepTurb project of the Carl-Zeiss Stiftung. See https://pypi.org/project/turbESN/

Language: Python - Size: 3.33 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

ahaeusser/compstat_2024

Slides for the 26th International Conference on Computational Statistics (COMPSTAT 2024)

Language: TeX - Size: 5.82 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Toure-Junior-Eng/3D-in-Petrel-Software

In this repository i am sharing some of the output that i have gotten through practicing 3D modeling using Petrel software. Construction of a 3D model of a structural trap (anticlinal) with horizons, layers, and physical properties

Size: 2.12 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

eloMG/Probabilistic-load-forecasting-with-Reservoir-Computing

Probabilistic load forecasting with Reservoir Computing

Language: Jupyter Notebook - Size: 111 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 3

MagriLab/RF_QRC

Implementation of classical and recurrence-free quantum reservoir computing for predicting chaotic dynamics

Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

g4m3r0/ReservoirComputing

Reservoir Computing for Chaotic Time Series Prediction

Language: Python - Size: 65.2 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

gdefe/nvark-kernel

Official repository for the paper "Time Series Kernels based on Nonlinear Vector AutoRegressive Delay Embeddings" (NeurIPS 2023)

Language: Python - Size: 10.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

RCEconModelling/LibESN

A new Echo State Network library

Language: Jupyter Notebook - Size: 9.71 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

James-02/dissertation

Reservoir computing with coupled genetic oscillators for arrhythmia classification

Language: Jupyter Notebook - Size: 48.8 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0

FabioMurgese/computational-neuroscience

Computational Neuroscience projects.

Language: MATLAB - Size: 11 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 3

lw-kong/Long-Term-Memory-in-RC

Reservoir-computing based associative memory and itinerancy for complex dynamical attractors

Language: MATLAB - Size: 24.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

dmeoli/ComputationalNeuroscience Fork of FabioMurgese/computational-neuroscience

Code for Computational Neuroscience course 2020/2021 @ UniPi

Language: MATLAB - Size: 11 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

rgayler/VSA_Next_Generation_RC

An extended note on using Vector Symbolic Architectures to implement Next Generation Reservoir Computing

Language: HTML - Size: 1.56 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

Zheng-Meng/Reservoir-Computing-and-Hyperparameter-Optimization

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.

Language: MATLAB - Size: 19.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

Zheng-Meng/TrackingControl

Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.

Language: MATLAB - Size: 291 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 3

Saran-nns/self_organized_criticality

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

Language: Python - Size: 188 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

shy1/language-model

python language model experimentation

Language: Python - Size: 82 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Zheng-Meng/Parameter-Tracking-with-Machine-Learning

Codes for ''Machine-learning parameter tracking with partial state observation'', which published in Physical Review Research.

Language: MATLAB - Size: 1.49 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

HugoChateauLaurent/remi

ReMi: A Reservoir Computing MIDI Arpeggiator for Ableton

Language: Python - Size: 188 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 4

chaconnb/georules

Deep-water lobe simulator using rule-based models, Markov chains, and geological knowledge.

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

pvlachas/RNN-RC-Chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

Language: Python - Size: 282 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 76 - Forks: 32

joshdey/Thesis

Reservoir Computing Project

Language: Jupyter Notebook - Size: 16.4 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

maxbortone/spiking-space-radio

Classification of radio signals on a neuromorphic chip in space

Language: Jupyter Notebook - Size: 12 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2

Rajpal9/reservoir_computing

This is the python implementation of the paper titled "Model-free tracking control of complex dynamical trajectories with machine learning" by Zhai et al - https://www.nature.com/articles/s41467-023-41379-3 The original MATLAB implementation can be found at https://github.com/Zheng-Meng/TrackingControl

Language: Jupyter Notebook - Size: 1.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MaterialMan/CHARC-concept

Source code for the CHAracterisation of Reservoir Computers (CHARC) framework

Language: MATLAB - Size: 60.7 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 2

CynthiaKoopman/Echo-State-Networks

Implementation of Echo State Networks, a special kind of Recurrent Neural Networks

Language: Jupyter Notebook - Size: 300 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

MaterialMan/CHARC

Source code for the CHAracterisation of Reservoir Computers (CHARC) framework

Language: MATLAB - Size: 48.6 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 7

irenepisani/Computational_Neuroscience

Language: MATLAB - Size: 26.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SocratesNFR/EvoDynamic

EvoDynamic seeks to evolve and develop suitable discrete dynamic models of self-organizing systems based on local interactions.

Language: Python - Size: 1.01 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 5

GTANAKA-LAB/Memristor-Network-Reservoir

Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.

Language: MATLAB - Size: 114 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 2

GTANAKA-LAB/DTS-ESN

DTS-ESN: an extended ESN model with diverse timescales (Python)

Language: Jupyter Notebook - Size: 272 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 3

Arcomano1234/SPEEDY-ML

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.

Language: Fortran - Size: 19.8 MB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 2

OminiaVincit/hqrc-qtasks

Using quantum reservoir to perform quantum tomography tasks.

Language: Python - Size: 742 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

MartinuzziFrancesco/reservoir-computing-examples

Scripts for the examples in the ReservoirComputing.jl documentation

Language: Julia - Size: 440 KB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

antodima/toxic-comment

Kaggle Toxic Comment Classification Challenge models (https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge)

Language: Jupyter Notebook - Size: 53 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

nschaetti/RCNLP

RCNLP - Echo State Network for Natural Language Processing is a research project about Reservoir Computing for NLP tasks

Language: OpenEdge ABL - Size: 469 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

Devrim-Celik/multi_delay-coupled_reservoir

Python3 Implementation of a Multi-Delay Coupled Reservoir, with a Demonstration on a NARMA10 Dataset.

Language: Python - Size: 248 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 9 - Forks: 3

jiahao42/Reservoir 📦

Code for Reservoir computing (Echo state network)

Language: Python - Size: 1.88 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 45 - Forks: 22

hanson-hschang/Reservoir-Observer

This repository gives two examples with reservoir observer and it is based on this paper: Reservoir observers: Model-free inference of unmeasured variables in chaotic systems The two dynamic systems chosen are Rössler and Lorenz.

Language: Python - Size: 273 KB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

hugcis/benchmark_learning_efficiency

Code to reproduce results from "Benchmarking learning efficiency in deep reservoir computing"

Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

wangsc1912/rc_pndi

[Nature Communication 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport characteristics for multi-task learning"

Language: Jupyter Notebook - Size: 250 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

Devrim-Celik/simple_echo_state_network

Echo state network framework, NARMA10 dataset generator as an demonstration supplied.

Language: Python - Size: 94.5 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 7

MathisWellmann/reservoir_computer

Reservoir Computers on CPU

Language: Rust - Size: 22.1 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

maneesh51/maneesh51.github.io

Manish Yadav's Portfolio on Github.io

Language: HTML - Size: 17.6 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

okozelsk/NET 📦

Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

Language: C# - Size: 18.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 6

Luedman/EchoStateNetworks

Implements Echo State Networks, a machine learning concept from reservoir computing

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 3

andrekovac/reservoir-persistent-memory

Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"

Language: MATLAB - Size: 47.9 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 6

RishabhMalviya/SNN_Arduino

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.

Language: C++ - Size: 8.79 KB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 5 - Forks: 1

blt-tsp/reservoir_computing_speed_up

speed up the calculation of the output matrix

Language: Python - Size: 553 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

nikhil-garg/EMG_exp

This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition

Language: Jupyter Notebook - Size: 525 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

reservoirpy/reservoirR

Experimental R interface for ReservoirPy

Language: R - Size: 378 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

moorugi98/hetero_delay_network

computational efficacy of a modular spiking neural network as a function of heterogeneity of delay in the network

Language: Jupyter Notebook - Size: 442 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0

Shahdsaf/Semi-Supervised-World-Models

A new version of world models using Echo-state networks and random weight-fixed CNNs

Language: Python - Size: 5.84 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1

wall3/reservoir-observers

Code based on the Reservoir Observers paper: https://aip.scitation.org/doi/10.1063/1.4979665

Language: Python - Size: 4.88 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

maneesh51/maneesh51githubio Fork of niklasbuschmann/contrast

My Portfolio on Githib

Language: JavaScript - Size: 26.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

FoamScience/OpenRSR 📦

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.

Language: C - Size: 33.4 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3

danieleds/qc_with_untrained_recurrent_embeddings

Question Classification with Untrained Recurrent Embeddings

Language: Python - Size: 29.3 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

anilozdemir/RCax

RCax: Reservoir Computing with JAX

Language: Jupyter Notebook - Size: 798 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

baronefr/rhavok-analysis

A review of HAVOK and Reservoir computing for chaotic dynamics forecast

Language: Python - Size: 186 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

anilozdemir/EchoVPR

Repo for EchoVPR: Echo State Networks for Visual Place Recognition

Language: Python - Size: 8.14 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 2

IPMI-ICNS-UKE/Jurkat_cell_segmentation

First adoption of the reservoir paradigm for microscopy image data processing, here: T cell segmentation in live-cell Calcium image series.

Language: Python - Size: 851 MB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

rcfduarte/nmsat

Simulate and analyse complex microcircuits

Language: Python - Size: 75.3 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 1

SeanMitchell1994/drc

Dynamic State Network (DSN) Reservoir Computer

Language: Python - Size: 1.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

masterdezign/rc

Reservoir Computing, an RNN flavor

Language: Haskell - Size: 260 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

Anurag14/Inflow-Prediction-Bhakra

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

Language: Python - Size: 7.33 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

anilozdemir/Notebooks

Notebooks, learning materials

Language: Jupyter Notebook - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ryanhill1/Classical-RC

Implementations of classical reservoir computing and echo-state network models.

Language: Jupyter Notebook - Size: 468 KB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1