Reservoir Computing

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  1. Digital Twin Modeling of Quantum Dynamical Systems: Dissipative Quantum Reservoir Computing

    Sep 29, 2026Abhijit Sen, Bikram Keshari Parida, Shital Chauhan +2Reservoir ComputingCognitive Digital Twins

  2. Context-dependent time-series prediction via HyperReservoirs

    Sep 28, 2026Kohei Tsuchiyama, Takatomo Mihana, Ryoichi Horisaki +1Reservoir ComputingReservoir

  3. Dynamical Diversity for Reservoir Computing in Reconfigurable Nanomechanics

    Sep 24, 2026Humayun Ahmed, Inês S. Garcia, Filipa C. Mota +7Reservoir ComputingOscillatory Dynamics

  4. Inference of Unknown Dynamical Components Using Next Generation Reservoir Computing: From Chaotic Systems to Climate Data

    Sep 21, 2026Jule Budnick, Andrew Keane, Serhiy YanchukReservoir ComputingDynamical Systems

  5. LoRA-RC: Reservoir Computing with Low-Rank Adaptation

    Sep 14, 2026Wenbin WanReservoir ComputingReservoir

  6. Coherent Floquet quantum reservoirs for molecular property prediction

    Sep 10, 2026Luofei Wang, Da Zhang, Congren Wang +5Reservoir ComputingHybrid Quantum-Classical Pipeline

  7. Photonic reservoir computing with dimensionally compressed readout

    Sep 7, 2026Gerald Kobi, Mohab Abdalla, Miguel C. Soriano +1Reservoir ComputingReservoir

  8. Basin Geometry and Reliable Recall of Dynamical Memories in Reservoir Computing

    Sep 1, 2026Ling-Wei Kong, Ying-Cheng LaiReservoir ComputingDense Associative Memory

  9. A Single Atom in Front of a Mirror is a Universal Reservoir Computer

    Aug 11, 2026Peter J. Ehlers, Phi Hung Nguyen, Kanu Sinha +4Reservoir ComputingReservoir

  10. RAVEN: Frozen Random Graph Reservoirs with Physics-Informed Interaction Fingerprints for Protein-Ligand Binding Affinity Prediction

    Aug 10, 2026Qingyang Zou, Jiaye Huang, Hangbo Xie +3Protein Structure PredictionConformational Ensembles

  11. Rethinking Reservoir Pruning: A Dynamical Perspective for Echo State Networks

    Aug 5, 2026Sudip Laudari, Puspa Raj AdhikariReservoir ComputingRecurrent Neural Networks

  12. A Low-Cost Hybrid Reservoir Computing Model for Isolated Sign Language Video Recognition

    Aug 4, 2026Nitin Kumar Singh, Arie Rachmad Syulistyo, Yuichiro Tanaka +1Sign Language TranslationReservoir Computing

  13. From Digital to Physical Reservoir Computing: Co-Optimizing Soft Robotic Reservoirs via Dynamics Matching

    Aug 1, 2026Nicola Visentin, Maximilian Stölzle, Mariano Ramírez Montero +3Reservoir ComputingReservoir

  14. Frequency-Based Reservoir computing

    Jul 27, 2026Arthur S PowanweReservoir ComputingReservoir

  15. Approximate reservoir computing with a semiconductor laser for reducing energy consumption

    Jul 25, 2026Tatsuki Ito, Kazutaka Kanno, Satoshi Kawakami +1Reservoir ComputingReservoir

  16. Photonic reservoir computing with complex networks

    Jul 25, 2026Sion Park, Kohei Watabe, Satoshi Sunada +2Reservoir ComputingReservoir

  17. ParasGB: A Graph Benchmark Suite for Parasitic Estimation on AMS Circuits

    Jul 25, 2026Jiajun Zou, Jiawei Liu, Ao Liu +8Printed Circuit BoardCircuits

  18. Recycling computational processes of dynamic programming for combinatorial optimization problems: a reservoir computing approach

    Jul 25, 2026Sora Todaka, Akihiro Yamamoto, Nozomi AkashiCombinatorial OptimizationReservoir Computing

  19. Hybrid LLM-Guided Search for Quantum Reservoir Architecture Design

    Jul 21, 2026Krishna Bhatia, Gautami Sanjay NaikReservoir ComputingQuantum Machine Learning

  20. Quantum Reservoir Computing: Recent Advances and Future Directions

    Jul 20, 2026Shehbaz Tariq, Muhammad Talha, Arshid Ali +2Reservoir ComputingQuantum Computational Advantage

  21. Beyond the Edge of Chaos: Stability-Expressivity Transfer in Reservoir Forecasting

    Jul 20, 2026Yao Du, Xingang WangReservoir ComputingChaos

  22. Organization of computation in reservoir computing

    Jul 20, 2026Mohab Abdalla, Damien RontaniReservoir ComputingNonlinearity

  23. A Quantum-Classical Hybrid Framework for Multivariate Time-Series Forecasting Complexity-Fidelity Trade-offs and Limitations

    Jul 17, 2026Sanjay Chakraborty, Fredrik HeintzHybrid Quantum-Classical PipelineVariational Quantum Circuits

  24. Moment-Resolved Readout and Reservoir Diversity in Nonequilibrium Langevin Computing

    Jul 16, 2026JiZheng Duan, MingYang Zhao, YanWei Chen +1Reservoir ComputingLangevin Dynamics

  25. Reproducible Reservoir Computing with Thermally Driven Superparamagnets: Controlling Temperature Sensitivity

    Jul 14, 2026Zhengfei Chen, Alex Welbourne, Matthew O. A. Ellis +3Reservoir ComputingMagnetic Tunnel Junction

  26. Long-Memory Reservoir Computing for Data-Scarce Dengue Forecasting

    Jul 13, 2026Rahul Goswami, Shinjini Paul, Palash Ghosh +1Reservoir ComputingLong-Range Temporal Dependencies

  27. Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework

    Jul 1, 2026Zefeng Zhang, Chao Li, Siyao Chen +5Neuromorphic ComputingReservoir Computing

  28. Frequency Domain Reservoir Computing

    Jun 23, 2026Klaus Schertler, Xiomara Runge, Andrea Ceni +2Reservoir ComputingFrequency Domain

  29. Mass Conservation as an Inductive Bias for Self-Organized Criticality in NCA Reservoirs

    Jun 22, 2026Tong Zhang, Etienne Guichard, Sidney Pontes-Filho +1Reservoir ComputingNeural Cellular Automata

  30. Evolutionary Optimization Reveals Structural Constraints on Reservoir Architecture for Spatiotemporal Chaos

    Jun 22, 2026Nima DehghaniReservoir ComputingChaos

  31. An Analysis of Untrained Deep Reservoir Networks for Audio Surveillance

    Jun 20, 2026Corrado Baccheschi, Patrizio DazziSound Event DetectionReservoir Computing

  32. Distilling a Modular Reservoir Through a Genomic Bottleneck

    Jun 20, 2026Mani Hamidi, Sina Khajehabdollahi, Charley M. Wu +1Reservoir ComputingRecurrent Neural Networks

  33. Distinguishing indistinguishable attractors: Unsupervised anomaly detection with reservoir computers

    Jun 19, 2026Davide Prosperino, Haochun Ma, Christoph RäthReservoir ComputingReservoir

  34. Kolmogorov-Arnold Reservoir Computing

    Jun 18, 2026Juntian Huang, Jürgen Kurths, Ying TangReservoir ComputingKolmogorov-Arnold Networks

  35. HiRo: A Compact Four-Directional Hierarchical Reservoir Token-Mixer for Efficient Image Classification

    Jun 13, 2026Md Farhadul Islam, Ishan Thakkar, J. Todd HastingsImage ClassificationResnet-18

  36. Quantum Reservoir Computing for Short-Term Power Load Forecasting in Resource-Constrained Energy Systems

    Jun 11, 2026Mansi Od, Param Pathak, Nouhaila Innan +1Reservoir ComputingAccurate Short-Term Electricity Load Forecasting

  37. PCA-Enhanced Adaptive NVAR Framework for High-Resolution Sea Surface Temperature Forecasting in the East Sea

    Jun 10, 2026Sherkhon Azimov, Susana López-Moreno, Eric Dolores-Cuenca +2Sea-Surface Temperature DataOcean

  38. Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization

    Jun 10, 2026Yifan Wang, Lifeng Shen, Shuyin Xia +1Granular-Ball ComputingTime Series

  39. Effective Training Principles of Physical Reservoirs

    Jun 8, 2026Sobhi Saeed, Mehmet Müftüoglu, Glitta R. Cheeran +3Reservoir ComputingReservoir

  40. The Whale That Outswam Evolution: Swarm Intelligence Maximises Memory in Connectome Reservoirs

    Jun 5, 2026Anmol Guragain, Savvas Kakalis, Juan Ignacio Godino-LlorenteReservoir ComputingConnectome

  41. Flow map learning in nonlinear vector autoregressive models: influence of the feature-library structure on the training error

    May 29, 2026Markus GrossNonlinear DynamicsNonlinearity

  42. Deep Binarized Photonic Reservoir Computing for Ultrafast Multimedia Signal Processing

    May 28, 2026Muhammad Waqar Iqbal, Mohamad Alassir, Nicolas Marsal +1Photonic Transformer AcceleratorsReservoir Computing

  43. Adaptive Reservoir Computing for Multi-Scenario Chaotic System Forecasting

    May 27, 2026Shadmehr Zaregarizi, Khashayar YavariReservoir ComputingChaos

  44. Data-Specific Hyper-Parameter Design: A Paradigm Shift in Reservoir Computing

    May 24, 2026G Manjunath, Juan-Pablo Ortega, Alma van der MerweReservoir ComputingReservoir

  45. Evolutionary Algorithm for Reservoir Learning and Yielding

    May 19, 2026Julien Testu, Pierrick Legrand, Xavier HinautReservoir ComputingGenetic Algorithms

  46. Controllable Quantum Memory Capacity in Quantum Reservoir Networks with Tunable partial-SWAPs

    May 12, 2026Erik L. Connerty, Ethan N. EvansReservoir ComputingPeak Memory

  47. Medical Imaging Classification with Cold-Atom Reservoir Computing using Auto-Encoders and Surrogate-Driven Training

    May 7, 2026Nuno Batista, Ana Morgado, Oscar Ferraz +3Hybrid Quantum-Classical PipelineReservoir Computing

  48. Koopman Identification of Nonlinear Systems via Reservoir Liftings

    May 6, 2026Weibin Gu, Chen Yang, Lu ShiKoopman OperatorReservoir Computing

  49. Inferring bifurcation diagrams of two distinct chaotic systems by a single machine

    Apr 29, 2026Jianmin Guo, Yao Du, Yizhen Yu +2Reservoir ComputingChaos

  50. Neuromorphic Computing Based on Parametrically-Driven Oscillators and Frequency Combs

    Apr 23, 2026Mahadev Sunil Kumar, Adarsh GanesanReservoir ComputingOscillatory Dynamics