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Multiplex-free physical reservoir computing with an adaptive oscillator

Physical Review E
Nonlinear oscillators can often be used as physical reservoir computers, in which the oscillator's dynamics simultaneously performs computation and stores information. Typically, the dynamic states are multiplexed in time, and then machine learning is used to unlock this stored information into a usable form.
Md Raf E Ul Shougat   +2 more
openaire   +2 more sources

Physical Reservoir Computing Based on Nanoscale Materials and Devices

Advanced Functional Materials, 2023
Yao Guo, Yang Chai, Weiguo Zheng
exaly  

A magnonic-optoelectronic reservoir for physical reservoir computing

Optics Communications
Alexey B. Ustinov   +3 more
openaire   +1 more source

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  

Physical reservoir computing toward edge AI hardware

2023 International Conference on IC Design and Technology (ICICDT), 2023
openaire   +1 more source

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