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Reservoir Computing Using Measurement-Controlled Quantum Dynamics: A Comprehensive Analysis
The authors propose a novel quantum reservoir computing system based on the dynamics of a probed atom in a cavity, showcasing its superior performance with minimal artificial neurons compared to traditional systems.
Reservoir Computing Using Measurement-Controlled Quantum Dynamics: A Quantum Approach to Machine Learning
Quantum Reservoir Computing ermöglicht präzise Vorhersagen mit geringem Ressourcenbedarf.
Harnessing Random Matrices for Efficient Quantum Reservoir Computing
A novel approach to reservoir computing using random matrices to generate diverse state descriptions for simple quantum systems, enabling effective time-series prediction and data interpolation.
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