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.
☆32Jul 19, 2025Updated 10 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. 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
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆63Nov 18, 2021Updated 4 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆28Aug 3, 2017Updated 8 years ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆25Feb 16, 2023Updated 3 years ago
- ☆12Nov 9, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of a reservoir computer with functions to optimize the parameters and calculate the Lyapunov exponents☆33Apr 27, 2022Updated 4 years ago
- The system is a FPGA-based system that can recognize object in videos.☆16Apr 29, 2025Updated last year
- Code for the paper "Next Generation Reservoir Computing"☆195Dec 11, 2025Updated 6 months ago
- a PyTorch based Reservoir Computing package with Automatic Hyper-Parameter Tuning☆46Jan 1, 2023Updated 3 years ago
- Wearanize+ is a multimodal sleep dataset containing overnight sleep data from 130 young, healthy participants using PSG and three wearabl…☆23Jun 7, 2026Updated last week
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Aug 4, 2021Updated 4 years ago
- Software framework for Designing and Mapping a CNN onto neuromorphic chip with crossbar array of synapses.☆11Jan 24, 2020Updated 6 years ago
- A massively parallel echo state network to classify the MNIST dataset☆12Apr 29, 2019Updated 7 years ago
- ☆26May 5, 2024Updated 2 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.
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆51Mar 27, 2020Updated 6 years ago
- Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks☆16Jun 2, 2022Updated 4 years 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
- ☆12Mar 10, 2018Updated 8 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆14Dec 24, 2022Updated 3 years ago
- ☆10Mar 10, 2023Updated 3 years ago
- Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers☆11Oct 26, 2025Updated 7 months ago
- Bouncing Preloader for ReactJS☆13May 4, 2018Updated 8 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- This project is designed to delay the output of the video stream in AXI-STREAM format.☆12Jul 14, 2024Updated last year
- Code for the paper "Learning noise-induced transitions by multi-scaling reservoir computing" (https://arxiv.org/abs/2309.05413).☆13Mar 20, 2025Updated last year
- Investigation of Thermal Runaway Models in MCMB Lithium Ion Batteries☆14Aug 27, 2023Updated 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
- ☆10Aug 21, 2020Updated 5 years ago
- Active balancing system simulink and PCB designer with Altium designer.☆13Jul 30, 2020Updated 5 years ago
- DeviceIO是一个驱动框架,用于封装嵌入式HAL驱动,为上层应用提供服务。☆10Jun 1, 2024Updated 2 years ago
- ☆10Feb 16, 2025Updated last year
- Neural network (reservoir computing system) based on electro-optical delay setup☆16Nov 12, 2019Updated 6 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.
- A model predictive control based voltage source inverter☆11Jan 11, 2020Updated 6 years ago
- NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models☆48Jun 8, 2026Updated last week
- An AXI DDR3 SDRAM controller for FPGA☆49Dec 30, 2023Updated 2 years ago
- Minimizing costs in reservoir storage systems has been a challenging problem over the years. Several methods have been used previously to…☆29Aug 13, 2019Updated 6 years ago
- Physics-Informed Neural Networks for Cardiovascular Blood Flow Simulations☆23Apr 7, 2025Updated last year
- An FPGA design for simulating biological neurons☆18Jul 5, 2024Updated last year
- Iterative training on pseudo-labeled data experiment on the MNIST-dataset☆11Sep 3, 2024Updated last year