Saved in:
| Main Authors: | Köster, Felix, Kanno, Kazutaka, Uchida, Atsushi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2505.05852 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Photonic decision making using optical frequency difference detection in mutually-coupled semiconductor lasers
by: Taira, Hidetoshi, et al.
Published: (2025)
by: Taira, Hidetoshi, et al.
Published: (2025)
Attention-Enhanced Reservoir Computing
by: Köster, Felix, et al.
Published: (2023)
by: Köster, Felix, et al.
Published: (2023)
Locality Blended Next Generation Reservoir Computing For Attention Accuracy
by: Gauthier, Daniel J., et al.
Published: (2025)
by: Gauthier, Daniel J., et al.
Published: (2025)
Reservoir Computing with a single Josephson junction
by: Baxevanis, George, et al.
Published: (2026)
by: Baxevanis, George, et al.
Published: (2026)
Optimizing Reservoir Computing for Reconstructing Ergodic Properties
by: Kawano, Akira, et al.
Published: (2026)
by: Kawano, Akira, et al.
Published: (2026)
Contraction and Synchronization in Reservoir Systems
by: Wong, Adrian S., et al.
Published: (2024)
by: Wong, Adrian S., et al.
Published: (2024)
Reservoir Computing Generalized
by: Kubota, Tomoyuki, et al.
Published: (2024)
by: Kubota, Tomoyuki, et al.
Published: (2024)
Versatile Reservoir Computing for Heterogeneous Complex Networks
by: Du, Yao, et al.
Published: (2025)
by: Du, Yao, et al.
Published: (2025)
Prediction of Unobserved Bifurcation by Unsupervised Extraction of Slowly Time-Varying System Parameter Dynamics from Time Series Using Reservoir Computing
by: Tokuda, Keita, et al.
Published: (2024)
by: Tokuda, Keita, et al.
Published: (2024)
Nonreciprocal amplification toward chaos in a chain of Duffing oscillators
by: Zhao, Luekai, et al.
Published: (2025)
by: Zhao, Luekai, et al.
Published: (2025)
Temporal Convolution Derived Multi-Layered Reservoir Computing
by: Viehweg, Johannes, et al.
Published: (2024)
by: Viehweg, Johannes, et al.
Published: (2024)
Understanding Task Performance of Time-Multiplexed Optical Reservoir Computing via Polynomial Expansion
by: Koch, Elias R., et al.
Published: (2026)
by: Koch, Elias R., et al.
Published: (2026)
Learning Continuous Chaotic Attractors with a Reservoir Computer
by: Smith, Lindsay M., et al.
Published: (2021)
by: Smith, Lindsay M., et al.
Published: (2021)
Unsupervised Reservoir Computing for Multivariate Denoising of Severely Contaminated Signals
by: Choi, Jaesung, et al.
Published: (2024)
by: Choi, Jaesung, et al.
Published: (2024)
Resolvent-Based Optimisation for Approximating the Statistics of a Chaotic Lorenz System
by: Burton, Thomas, et al.
Published: (2024)
by: Burton, Thomas, et al.
Published: (2024)
Minimal Model for Reservoir Computing
by: Sato, Yuzuru, et al.
Published: (2023)
by: Sato, Yuzuru, et al.
Published: (2023)
Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
by: He, Yi, et al.
Published: (2025)
by: He, Yi, et al.
Published: (2025)
Denoising and Reconstruction of Nonlinear Dynamics using Truncated Reservoir Computing
by: Sedehi, Omid, et al.
Published: (2025)
by: Sedehi, Omid, et al.
Published: (2025)
Optimizing the Network Topology of a Linear Reservoir Computer
by: Tangerami, Sahand, et al.
Published: (2025)
by: Tangerami, Sahand, et al.
Published: (2025)
Attractor-merging Crises and Intermittency in Reservoir Computing
by: Kabayama, Tempei, et al.
Published: (2025)
by: Kabayama, Tempei, et al.
Published: (2025)
On Nonlinear Dynamics Of A Nonideal Magnetic System With Shape Memory Alloy To Energy Harvesting Using Uncertainty Exponent And Entropy Of Basin Of Attractions Approaches
by: Ribeiro, A, et al.
Published: (2025)
by: Ribeiro, A, et al.
Published: (2025)
Streams and Graphs of Dynamical Systems
by: De Leo, Roberto, et al.
Published: (2024)
by: De Leo, Roberto, et al.
Published: (2024)
Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics
by: Martinuzzi, Francesco
Published: (2025)
by: Martinuzzi, Francesco
Published: (2025)
Learning Beyond Experience: Generalizing to Unseen State Space with Reservoir Computing
by: Norton, Declan A., et al.
Published: (2025)
by: Norton, Declan A., et al.
Published: (2025)
Reduced Markovian Models of Dynamical Systems
by: Giorgini, Ludovico Theo, et al.
Published: (2023)
by: Giorgini, Ludovico Theo, et al.
Published: (2023)
Data-Driven Linearization of Dynamical Systems
by: Haller, George, et al.
Published: (2024)
by: Haller, George, et al.
Published: (2024)
Identification and Computation of Slow Manifolds Using the Isostable Coordinate System
by: Wilson, Dan
Published: (2025)
by: Wilson, Dan
Published: (2025)
Approximation and decomposition of attractors of a Hopfield neural network system
by: Danca, Marius-F., et al.
Published: (2024)
by: Danca, Marius-F., et al.
Published: (2024)
Improved Long-Term Prediction of Chaos Using Reservoir Computing Based on Stochastic Spin-Orbit Torque Devices
by: Wang, Cen, et al.
Published: (2024)
by: Wang, Cen, et al.
Published: (2024)
Control Strategy for Generalized Synchrony in Coupled Dynamical Systems
by: Juneja, Vishal, et al.
Published: (2025)
by: Juneja, Vishal, et al.
Published: (2025)
Reservoir Computing with a Single Oscillating Gas Bubble: Emphasizing the Chaotic Regime
by: Abdel-Ghani, Hend, et al.
Published: (2025)
by: Abdel-Ghani, Hend, et al.
Published: (2025)
A Probabilistic Distance-Based Stability Quantifier for Complex Dynamical Systems
by: Alvares, Calvin, et al.
Published: (2023)
by: Alvares, Calvin, et al.
Published: (2023)
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems
by: Bishnoi, Suresh, et al.
Published: (2022)
by: Bishnoi, Suresh, et al.
Published: (2022)
AI-Driven Control of Chaos: A Transformer-Based Approach for Dynamical Systems
by: Valle, David, et al.
Published: (2024)
by: Valle, David, et al.
Published: (2024)
Reservoir observer enhanced with residual calibration and attention mechanism
by: Liu, Yichen, et al.
Published: (2026)
by: Liu, Yichen, et al.
Published: (2026)
Data-Driven Reduced Modeling of Delayed Dynamical Systems via Spectral Submanifolds
by: Abbasciano, Giacomo, et al.
Published: (2026)
by: Abbasciano, Giacomo, et al.
Published: (2026)
Data-Driven Spectral Analysis Through Pseudo-Resolvent Koopman Operator in Dynamical Systems
by: Xu, Yuanchao, et al.
Published: (2025)
by: Xu, Yuanchao, et al.
Published: (2025)
Parameter Inference in Non-linear Dynamical Systems via Recurrence Plots and Convolutional Neural Networks
by: Lober, L., et al.
Published: (2024)
by: Lober, L., et al.
Published: (2024)
Improved Stability Estimates and Flight Time Predictions Using Higher-Order Transverse Discontinuity Mapping in Hybrid Dynamical Systems
by: Chawla, Rohit, et al.
Published: (2022)
by: Chawla, Rohit, et al.
Published: (2022)
Advancing Chaos Theory: A Set-Valued Perspective on Multiple Mappings with Computational Detection Algorithms
by: Alvarez, Illych, et al.
Published: (2024)
by: Alvarez, Illych, et al.
Published: (2024)
Similar Items
-
Photonic decision making using optical frequency difference detection in mutually-coupled semiconductor lasers
by: Taira, Hidetoshi, et al.
Published: (2025) -
Attention-Enhanced Reservoir Computing
by: Köster, Felix, et al.
Published: (2023) -
Locality Blended Next Generation Reservoir Computing For Attention Accuracy
by: Gauthier, Daniel J., et al.
Published: (2025) -
Reservoir Computing with a single Josephson junction
by: Baxevanis, George, et al.
Published: (2026) -
Optimizing Reservoir Computing for Reconstructing Ergodic Properties
by: Kawano, Akira, et al.
Published: (2026)