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Quantum Neuromorphic Computing with Reservoir Computing Networks
Advanced Quantum Technologies, 2021Kohei Nakajima +2 more
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Organization of computation in reservoir computing
Reservoir computing exploits nonlinear dynamical systems to encode temporal inputs into high-dimensional state space representations. Although reservoir performance is often characterized through memory, nonlinearity, and their tradeoff, such aggregate measures do not reveal how task-relevant information is organized within the state space.Abdalla, Mohab, Rontani, Damien
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Power-Efficient Multisensory Reservoir Computing Based on Zr-Doped HfO2 Memcapacitive Synapse Arrays
Advanced Materials, 2023Changjin Wan, Qing Wan, Mengjiao Pei
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In-Materio Reservoir Computing in a Sulfonated Polyaniline Network
Advanced Materials, 2021Yuichiro Tanaka +2 more
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Electrochemical reservoir computing based on surface-functionalized carbon nanotubes
Carbon, 2023Haruki Uchiyama +2 more
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Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction
IEEE Journal of Selected Topics in Quantum Electronics, 2020Mushegh Rafayelyan +2 more
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Functional Materials for Memristor-Based Reservoir Computing: Dynamics and Applications
Advanced Functional Materials, 2023Ye Zhou, Guohua Zhang, Ziyu Lv
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Recent advances in physical reservoir computing: A review
Neural Networks, 2019Naoki Kanazawa +2 more
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Reservoir Computing Using Diffusive Memristors
Advanced Intelligent Systems, 2019Jianhua Joshua Yang +2 more
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