Next generation reservoir computing

Citations

Cited by:

1. Keck, Felix & Jütte, Silke & Lenzen, Manfred & Li, Mengyu, 2022. "Assessment of two optimisation methods for renewable energy capacity expansion planning," Applied Energy, Elsevier, vol. 306(PA).
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3. Alen Senanian & Sridhar Prabhu & Vladimir Kremenetski & Saswata Roy & Yingkang Cao & Jeremy Kline & Tatsuhiro Onodera & Logan G. Wright & Xiaodi Wu & Valla Fatemi & Peter L. McMahon, 2024. "Microwave signal processing using an analog quantum reservoir computer," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
4. Gianluca Fabiani & Nikolaos Evangelou & Tianqi Cui & Juan M. Bello-Rivas & Cristina P. Martin-Linares & Constantinos Siettos & Ioannis G. Kevrekidis, 2024. "Task-oriented machine learning surrogates for tipping points of agent-based models," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
5. Yang, J. & Primo, E. & Aleja, D. & Criado, R. & Boccaletti, S. & Alfaro-Bittner, K., 2022. "Implementing and morphing Boolean gates with adaptive synchronization: The case of spiking neurons," Chaos, Solitons & Fractals, Elsevier, vol. 162(C).
6. Zequn Lin & Zhaofan Lu & Zengru Di & Ying Tang, 2024. "Learning noise-induced transitions by multi-scaling reservoir computing," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
7. Robert M. Kent & Wendson A. S. Barbosa & Daniel J. Gauthier, 2024. "Controlling chaos using edge computing hardware," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
8. Tao Wu & Xiangyun Gao & Feng An & Xiaotian Sun & Haizhong An & Zhen Su & Shraddha Gupta & Jianxi Gao & Jürgen Kurths, 2024. "Predicting multiple observations in complex systems through low-dimensional embeddings," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
9. Ruomin Zhu & Sam Lilak & Alon Loeffler & Joseph Lizier & Adam Stieg & James Gimzewski & Zdenka Kuncic, 2023. "Online dynamical learning and sequence memory with neuromorphic nanowire networks," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
10. Berry, Christopher & Douglas Hoffman, K., 2023. "Communicating intent: Effects of employer-controlled tipping strategy disclosures on tip amount and firm evaluations," Journal of Business Research, Elsevier, vol. 160(C).
11. Pengshan Xie & Yunchao Xu & Jingwen Wang & Dengji Li & Yuxuan Zhang & Zixin Zeng & Boxiang Gao & Quan Quan & Bowen Li & You Meng & Weijun Wang & Yezhan Li & Yan Yan & Yi Shen & Jia Sun & Johnny C. Ho, 2024. "Birdlike broadband neuromorphic visual sensor arrays for fusion imaging," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
12. Chicchi, Lorenzo & Fanelli, Duccio & Giambagli, Lorenzo & Buffoni, Lorenzo & Carletti, Timoteo, 2023. "Recurrent Spectral Network (RSN): Shaping a discrete map to reach automated classification," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
13. Ling-Wei Kong & Gene A. Brewer & Ying-Cheng Lai, 2024. "Reservoir-computing based associative memory and itinerancy for complex dynamical attractors," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
14. Zheng-Meng Zhai & Mohammadamin Moradi & Ling-Wei Kong & Bryan Glaz & Mulugeta Haile & Ying-Cheng Lai, 2023. "Model-free tracking control of complex dynamical trajectories with machine learning," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
15. Liang, Yanming & Guo, Yongfeng & Lin, Zifei, 2024. "Using reservoir computing to solve FPK equations for stochastic dynamical systems under Gaussian or Non-Gaussian excitation," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 226(C), pages 645-662.
16. Lina Jaurigue & Kathy Lüdge, 2022. "Connecting reservoir computing with statistical forecasting and deep neural networks," Nature Communications, Nature, vol. 13(1), pages 1-3, December.
17. Jérémie Laydevant & Danijela Marković & Julie Grollier, 2024. "Training an Ising machine with equilibrium propagation," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
18. Deng, Yue & Zhang, Shuting & Yuan, Fang & Li, Yuxia & Wang, Guangyi, 2025. "Reservoir computing system using discrete memristor for chaotic temporal signal processing," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
19. Ding, Jianpeng & Lei, Youming & Xie, Jianfei & Small, Michael, 2024. "Chaos synchronization of two coupled map lattice systems using safe reinforcement learning," Chaos, Solitons & Fractals, Elsevier, vol. 186(C).
20. Dongliang Wang & Yikun Nie & Gaolei Hu & Hon Ki Tsang & Chaoran Huang, 2024. "Ultrafast silicon photonic reservoir computing engine delivering over 200 TOPS," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
21. Minati, Ludovico & Bartels, Jim & Li, Chao & Frasca, Mattia & Ito, Hiroyuki, 2022. "Synchronization phenomena in dual-transistor spiking oscillators realized experimentally towards physical reservoirs," Chaos, Solitons & Fractals, Elsevier, vol. 162(C).
22. Pinak Mandal & Georg A. Gottwald, 2025. "Learning dynamical systems with hit-and-run random feature maps," Nature Communications, Nature, vol. 16(1), pages 1-13, December.
23. Min Yan & Can Huang & Peter Bienstman & Peter Tino & Wei Lin & Jie Sun, 2024. "Emerging opportunities and challenges for the future of reservoir computing," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
24. Graciela Schiliuk & Tullio Buccellato & Jens Lapointe-Rohde & Georgios Palaiodimos & Habib Attia & Marthe Memoracion Hinojales & Catharine Kho & Gennady Vasiliev & Tigran Kostanyan & Alexandra de Carv, 2021. "Regional responses to the Covid-19 crisis: a comparative study from economic, policy, and institutional perspectives," Discussion Papers 18, European Stability Mechanism, revised 08 Nov 2021.
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25. Denis Kleyko & Christopher J. Kymn & Anthony Thomas & Bruno A. Olshausen & Friedrich T. Sommer & E. Paxon Frady, 2025. "Principled neuromorphic reservoir computing," Nature Communications, Nature, vol. 16(1), pages 1-15, December.
26. Zhiyuan Li & Zhongshao Li & Wei Tang & Jiaping Yao & Zhipeng Dou & Junjie Gong & Yongfei Li & Beining Zhang & Yunxiao Dong & Jian Xia & Lin Sun & Peng Jiang & Xun Cao & Rui Yang & Xiangshui Miao & Ron, 2024. "Crossmodal sensory neurons based on high-performance flexible memristors for human-machine in-sensor computing system," Nature Communications, Nature, vol. 15(1), pages 1-11, December.