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Quantum Neuromorphic Computing with Reservoir Computing Networks

Advanced Quantum Technologies, 2021
Kohei Nakajima   +2 more
exaly  

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
openaire   +1 more source

In-Materio Reservoir Computing in a Sulfonated Polyaniline Network

Advanced Materials, 2021
Yuichiro Tanaka   +2 more
exaly  

Electrochemical reservoir computing based on surface-functionalized carbon nanotubes

Carbon, 2023
Haruki Uchiyama   +2 more
exaly  

Optical Reservoir Computing Using Multiple Light Scattering for Chaotic Systems Prediction

IEEE Journal of Selected Topics in Quantum Electronics, 2020
Mushegh Rafayelyan   +2 more
exaly  

Functional Materials for Memristor-Based Reservoir Computing: Dynamics and Applications

Advanced Functional Materials, 2023
Ye Zhou, Guohua Zhang, Ziyu Lv
exaly  

Recent advances in physical reservoir computing: A review

Neural Networks, 2019
Naoki Kanazawa   +2 more
exaly  

Reservoir Computing Using Diffusive Memristors

Advanced Intelligent Systems, 2019
Jianhua Joshua Yang   +2 more
exaly  

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