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.
☆29Jul 19, 2025Updated 7 months ago
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
Sorting:
- The system is a FPGA-based system that can recognize object in videos.☆16Apr 29, 2025Updated 10 months ago
- 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…☆16Jan 11, 2023Updated 3 years ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆60Nov 18, 2021Updated 4 years ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆24Feb 16, 2023Updated 3 years ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆19Feb 13, 2026Updated 3 weeks ago
- ☆24May 5, 2024Updated last year
- An AXI DDR3 SDRAM controller for FPGA☆44Dec 30, 2023Updated 2 years ago
- Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers☆11Oct 26, 2025Updated 4 months ago
- EasyDS是一款创新型AI教育系统，专为考研数据结构学习设计。系统采用费曼学习法，通过多智能体协同教学模式，实现深度交互式学习体验。不同于传统"问答式"AI辅导，EasyDS引导学生主动讲解题目，智能体根据学生表现动态调整教学策略，形成"讲解-反馈-修正-强化"的学习闭环…☆26May 23, 2025Updated 9 months ago
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆19Apr 7, 2025Updated 10 months ago
- This project is designed to delay the output of the video stream in AXI-STREAM format.☆12Jul 14, 2024Updated last year
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 years ago
- DIgital Twin of Energy Storage System☆13Feb 25, 2026Updated last week
- 基于gd32f4xx移植freertos系统 1、支持freertos调度 2、支持fatfs+spi+dma+nor flash(gd25q40) 3、支持fatfs+sdio+dma+sd flash(内存卡32G) 4、支持uart printf 5、片上SRAM运行…☆13Nov 19, 2023Updated 2 years ago
- Active balancing system simulink and PCB designer with Altium designer.☆12Jul 30, 2020Updated 5 years ago
- a flexibility oriented stochastic scheduling framework is presented to evaluate short-term reliability and economic of islanded microgri…☆11Apr 29, 2022Updated 3 years ago
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆32Apr 27, 2022Updated 3 years ago
- The Matlab/Octave code for our paper "Towards fast embedded moving horizon state-of-charge estimation for lithium-ion batteries"☆12May 21, 2024Updated last year
- 【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☆21Jul 13, 2024Updated last year
- 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。☆11Mar 22, 2024Updated last year
- Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction☆12Jun 12, 2023Updated 2 years ago
- esp32-cam + micropython + flask + yolo打造web视频监控和目标检测☆11Jan 13, 2023Updated 3 years ago
- This set of codes implements our TSG paper "Hierarchical Deep Learning Model for Degradation Prediction per Look-Ahead Scheduled Battery …☆11Feb 24, 2025Updated last year
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆13Aug 27, 2023Updated 2 years ago
- PRA-TPE: Perfectly recoverable approximate thumbnail-preserving image encryption☆11Mar 24, 2022Updated 3 years ago
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆12Mar 20, 2025Updated 11 months ago
- Tyee: A Unified, Modular, and Fully-Integrated Configurable Toolkit for Intelligent Physiological Health Care☆20Feb 4, 2026Updated last month
- Code for the paper "Next Generation Reservoir Computing"☆190Dec 11, 2025Updated 2 months ago
- Application of Generative AI-based Data Augmentation Technique in Transformer Winding Deformation Fault Diagnosis☆11Mar 18, 2024Updated last year
- ☆32Nov 16, 2025Updated 3 months ago
- This repository is used to store RTL code for combining a single video source from multiple video sources.☆18Oct 28, 2024Updated last year
- Open-source software for computing the basin stability of multi-stable dynamical systems☆13Sep 13, 2023Updated 2 years ago
- Project Tour Guide of Android Basics Nanodegree☆11Oct 21, 2017Updated 8 years ago
- Neural architecture search framework based on reinforcement learning:"A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using…☆15Nov 22, 2024Updated last year
- Design of a Two-Stage Continuous Fall Detection System Using Multiframe Radar Range-Doppler Maps☆14Apr 24, 2024Updated last year
- This project involves using Simulink to create a comprehensive battery model that incorporates both charging and discharging resistances.…☆11Apr 30, 2023Updated 2 years ago
- ☆15Jun 19, 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