Image de couverture de livre

OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Williams, Jan, Tretiak, Dima, Brunton, Steven L., Kutz, J. Nathan, Manohar, Krithika
Format:	Preprint
Publié:	2026
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Reservoir computing for system identification and predictive control with limited data
par: Williams, Jan P., et autres
Publié: (2024)

Data-Induced Interactions of Sparse Sensors Using Statistical Physics
par: Klishin, Andrei A., et autres
Publié: (2023)

Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems
par: Voina, Doris, et autres
Publié: (2024)

Statistical Mechanics of Dynamical System Identification
par: Klishin, Andrei A., et autres
Publié: (2024)

ChemReservoir -- An Open-Source Framework for Chemically-Inspired Reservoir Computing
par: Yirik, Mehmet Aziz, et autres
Publié: (2025)

Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks
par: Kneifl, Jonas, et autres
Publié: (2024)

Reservoir Computing Generalized
par: Kubota, Tomoyuki, et autres
Publié: (2024)

AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control
par: J. Nathan Kutz, et autres
Publié: (2024)

Sparse-mode Dynamic Mode Decomposition for Disambiguating Local and Global Structures
par: Ichinaga, Sara M., et autres
Publié: (2025)

Attention-Enhanced Reservoir Computing
par: Köster, Felix, et autres
Publié: (2023)

Stochastic Reservoir Computers
par: Ehlers, Peter J., et autres
Publié: (2024)

Optical Echo State Network Reservoir Computing
par: Kaushik, Ishwar S, et autres
Publié: (2025)

Time Shifts to Reduce the Size of Reservoir Computers
par: Carroll, Thomas L., et autres
Publié: (2022)

Dynamics-Informed Reservoir Computing with Visibility Graphs
par: Geier, Charlotte, et autres
Publié: (2025)

Techniques for Enhancing Memory Capacity of Reservoir Computing
par: Yokota, Atsuki, et autres
Publié: (2025)

Next-Generation Reservoir Computing for Dynamical Inference
par: Cestnik, Rok, et autres
Publié: (2025)

Restrictions on Physical Stochastic Reservoir Computers
par: Polloreno, Anthony M.
Publié: (2023)

Sensitivity-Guided Framework for Pruned and Quantized Reservoir Computing Accelerators
par: Jafari, Atousa, et autres
Publié: (2026)

Reservoir Computing: A New Paradigm for Neural Networks
par: Grezes, Felix
Publié: (2025)

Deterministic Reservoir Computing for Chaotic Time Series Prediction
par: Viehweg, Johannes, et autres
Publié: (2025)

Recurrent Quantum Feature Maps for Reservoir Computing
par: Singh, Utkarsh, et autres
Publié: (2026)

Versatile Reservoir Computing for Heterogeneous Complex Networks
par: Du, Yao, et autres
Publié: (2025)

SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
par: Zolman, Nicholas, et autres
Publié: (2024)

Hybrid Magnonic Reservoir Computing
par: Abbott, Cliff B., et autres
Publié: (2024)

OpenPRC: A Unified Open-Source Framework for Physics-to-Task Evaluation in Physical Reservoir Computing
par: Phalak, Yogesh, et autres
Publié: (2026)

Reservoir Computing for Fast, Simplified Reinforcement Learning on Memory Tasks
par: McKee, Kevin
Publié: (2024)

Reservoir Computing with Magnetic Thin Films
par: Dale, Matthew, et autres
Publié: (2021)

Superconducting Qubit Readout Using Next-Generation Reservoir Computing
par: Kent, Robert, et autres
Publié: (2025)

Sustainable NARMA-10 Benchmarking for Quantum Reservoir Computing
par: Kodali, Avyay, et autres
Publié: (2025)

Reservoir Computing with Generalized Readout based on Generalized Synchronization
par: Ookubo, Akane, et autres
Publié: (2024)

Temporal Convolution Derived Multi-Layered Reservoir Computing
par: Viehweg, Johannes, et autres
Publié: (2024)

Reservoir Computation with Networks of Differentiating Neuron Ring Oscillators
par: Yeung, Alexander, et autres
Publié: (2025)

Mahjax: A GPU-Accelerated Mahjong Simulator for Reinforcement Learning in JAX
par: Nishimori, Soichiro, et autres
Publié: (2026)

Lead Zirconate Titanate Reservoir Computing for Classification of Written and Spoken Digits
par: Buckley, Thomas, et autres
Publié: (2026)

Decoding Motor Behavior Using Deep Learning and Reservoir Computing
par: Lan, Tian
Publié: (2025)

Unsupervised Reservoir Computing for Multivariate Denoising of Severely Contaminated Signals
par: Choi, Jaesung, et autres
Publié: (2024)

Resonant-Tunnelling Diode Reservoir Computing System for Image Recognition
par: Abbas, A. H., et autres
Publié: (2025)

Optimizing the Network Topology of a Linear Reservoir Computer
par: Tangerami, Sahand, et autres
Publié: (2025)

Attractor-merging Crises and Intermittency in Reservoir Computing
par: Kabayama, Tempei, et autres
Publié: (2025)

Online Kernel Dynamic Mode Decomposition for Streaming Time Series Forecasting with Adaptive Windowing
par: Salazar, Christopher, et autres
Publié: (2025)