PlanHouse

PlanHouse's Stars

• 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:Python4611821117

• GestaltCogTeam/STEP

  Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

  Language:Python34675838

• qianlima-lab/time-series-ptms

  This is an official implementation code for paper "A Survey on Time-Series Pre-Trained Models" (TKDE-24).

  Language:Python1633311

• quantinfo/ng-rc-paper-code

  Code for the paper "Next Generation Reservoir Computing"

  Language:Python1635260

• knowm/memristor-models-4-all

  This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.

  Language:C11213037

• zhongruiwang/memristorCNN

  memristor 1T1R array based CNN and ConvLSTM

  Language:MATLAB683014

• jdppthk/parallelized-reservoir-computing

  This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (Physical Review Letters, 120, 024102 (2018)).

  Language:MATLAB34407

• zhongruiwang/memristor_RL

  Memristor Reinforcement Learning

  Language:MATLAB28307

• joksas/badcrossbar

  A Python tool for computing and plotting currents and voltages in passive crossbar arrays.

  Language:Python27119

• E-Renshaw/kuramoto-sivashinsky

  A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB

  Language:Python25125

• rankinjl/internet-traffic-stats-project

  A statistical decomposition of internet traffic data (in bits) over time. Using RStudio I performed a Simple Trend Model, Multiplicative Classical Decomposition, Additive Classical Decomposition, and an ARIMA model.

  Language:R23204

• ideb1988/Image_Segmentation

  texture and color based Image Segmentation using K-Means Clustering

  Language:Matlab213112

• matzewolf/kMeans

  k-means (unsupervised learning/clustering) algorithm implemented in MATLAB.

  Language:Matlab21107

• GTANAKA-LAB/Memristor-Network-Reservoir

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

  Language:MATLAB20103

• xiaohuiduan/network-traffic-dataset

  this is dataset about network traffic

  20205

• QCmonk/Qmemristor

  Code base for quantum memristor

  Language:Python19115

• qianlima-lab/Scale-teaching

  This is an official pytorch implementation for paper "Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels" (NeurIPS-23).

  Language:Python14201

• Deepak1194/Brain-tumor-Segmentation

  Implementation of K-means Clustering Algorithm for detection of range and shape of Brain tumor in Brain MRI images

  Language:MATLAB12206

• sebastian-marcel-witkowski/Neuromorphic-Computer-Simulation

  This is the code and final report I submitted for my senior capstone in which I designed and simulated a neuromorphic computer which utilized the memristor in order to implement the non-Von Neumann architecture necessary.

  Language:Matlab10201

• MaterialMan/CHARC

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

  Language:MATLAB9228

• PlanHouse/Asynchronous-Deep-Reservoir-Computation-ADRC

  Reference: Bo Y C , Wang P , Zhang X . An asynchronously deep reservoir computing for predicting chaotic time series[J]. Applied Soft Computing, 2020, 95(6):106530. https://doi.org/10.1016/j.asoc.2020.106530 Also, the code can implement ESN, Li-ESN and Deep-ESN by adjusting the key parameters.

  Language:MATLAB80

• bugra/K-Means-Color-Clustering

  Yet another implementation of K-means for color clustering in images

  Language:Matlab7505

• Tsinghua-LEMON-Lab/Medical-image-reconstruction

  This is the raw data and core code of the article "Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis"

  Language:MATLAB7101

• Stuka255/Dynamic-memristor-based-reservoir-computing

  Language:MATLAB60

• wangweifcc/memristive_dbn_yflash

  Language:MATLAB5

• Ziqiang-IRCN/HP-MRESN

  The implementation of HP-MRESN: an efficient method for nonlinear time-series prediction

  Language:Python5101

• qianlima-lab/DeePrESN

  Language:MATLAB4201

• dw-liedji/Delay-RC

  Delay-based reservoir computing

  Language:Python3003

• abhishekgupta3/Design-of-an-Exponential-Window-Function-for-Linear-Drift-Memristor-model

  Language:MATLAB2100

• MacLaurinTuo/Advanced-Memristor-Modeling-in-LTSpise

  Modeling of memristors in LTSpise environment

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