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.
☆33Jul 19, 2025Updated last year
Alternatives and similar repositories for Reservoir-Computing-and-Hyperparameter-Optimization
Users that are interested in Reservoir-Computing-and-Hyperparameter-Optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for the CHAracterisation of Reservoir Computers (CHARC) framework☆10Mar 3, 2020Updated 6 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆17Jan 11, 2023Updated 3 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆29Aug 3, 2017Updated 9 years ago
- ☆12Nov 9, 2020Updated 5 years ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆27Feb 16, 2023Updated 3 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.
- The system is a FPGA-based system that can recognize object in videos.☆17Apr 29, 2025Updated last year
- Open-source software for computing the basin stability of multi-stable dynamical systems☆15Sep 13, 2023Updated 3 years ago
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 5 years ago
- Code for the paper "Next Generation Reservoir Computing"☆194Dec 11, 2025Updated 10 months ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆48Jan 1, 2023Updated 3 years ago
- Simple modular python package for physical reservoir computing. Use your own experimental data.☆14Oct 25, 2024Updated last year
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 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
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 江苏大学博士学位论文Latex模板☆19May 9, 2025Updated last year
- ☆26May 5, 2024Updated 2 years ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆14Mar 20, 2025Updated last year
- Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.☆34Nov 24, 2025Updated 10 months ago
- Python implementation of a tempotron classifier for the MNIST dataset.☆14Feb 3, 2019Updated 7 years ago
- To identify features by aggregate-label learning in spiking neurons☆14Feb 19, 2018Updated 8 years ago
- a flexibility oriented stochastic scheduling framework is presented to evaluate short-term reliability and economic of islanded microgri…☆12Apr 29, 2022Updated 4 years ago
- ☆12Mar 10, 2018Updated 8 years ago
- Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers☆11Oct 26, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Bouncing Preloader for ReactJS☆13May 4, 2018Updated 8 years ago
- Python code implementing the algorithms of my MSc Dissertation on "Modified training for increased robustness in memristor-based neural n…☆17Jan 23, 2022Updated 4 years ago
- A simple and flexible code for Reservoir Computing architectures like Echo State Networks☆659Updated this week
- This project is designed to delay the output of the video stream in AXI-STREAM format.☆13Jul 14, 2024Updated 2 years ago
- ☆10Aug 21, 2020Updated 6 years ago
- Active balancing system simulink and PCB designer with Altium designer.☆15Jul 30, 2020Updated 6 years ago
- 【2023全国大学生FPGA 创新设计竞赛】全国二等奖作品：Cortex-M0智能飞机大战游戏机 开源项目☆24Jul 13, 2024Updated 2 years ago
- Detect number of fingers from image or video using OpenCV☆17Feb 22, 2020Updated 6 years ago
- 使用Cordic算法函数运算，在资源受限的设备上运行（如资源较少的FPGA、嵌入式MCU），避免了浮点运算、乘法、除法，只用移位和加法函数的计算。☆14Mar 22, 2024Updated 2 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.
- Master Thesis - Home Energy Management System optimizing prosumers' costs, supporting grid services, ensuring independent operation durin…☆13May 3, 2024Updated 2 years ago
- This project presents a novel approach for J peak detection in Heart-Rate monitoring. The proposed approach employs accelerometers to col…☆10Oct 30, 2023Updated 2 years ago
- TMTDyn Matlab package, for derivation of TMT Dynamic Equation of Motion (EOM) for hybrid rigid-continuum body systems☆39Feb 25, 2025Updated last year
- Reinforcement learning as a control technique for the duty cycle, and therefore output voltage, of a 24:12V buck converter using IGBT's.☆14Jun 22, 2021Updated 5 years ago
- This set of codes implements our TSG paper "Hierarchical Deep Learning Model for Degradation Prediction per Look-Ahead Scheduled Battery …☆12Feb 24, 2025Updated last year
- Iterative training on pseudo-labeled data experiment on the MNIST-dataset☆11Sep 3, 2024Updated 2 years ago
- A simulation tool developed through MATLAB for direct comparison of the three operating strategies for stand-alone PV systems: isolated s…☆11Feb 19, 2019Updated 7 years ago