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cs.NE2024
Reservoir Computing Using Measurement-Controlled Quantum Dynamics
A. H. Abbas, Ivan S. Maksymov
Physical reservoir computing (RC) is a machine learning algorithm that employs the dynamics of a physical system to forecast highly nonlinear and chaotic phenomena. In this paper,…
cs.NE2024
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data
Ivan S. Maksymov
Reservoir computing (RC) systems can efficiently forecast chaotic time series using nonlinear dynamical properties of an artificial neural network of random connections. The versat…