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Multiplex-free physical reservoir computing with an adaptive oscillator
Physical Review ENonlinear 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, 2023Yao Guo, Yang Chai, Weiguo Zheng
exaly
A magnonic-optoelectronic reservoir for physical reservoir computing
Optics CommunicationsAlexey 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, 2020Mushegh Rafayelyan +2 more
exaly
Physical reservoir computing toward edge AI hardware
2023 International Conference on IC Design and Technology (ICICDT), 2023openaire +1 more source
Physical Reservoir Computing Using Tellurium-Based Gate-Tunable Artificial Photonic Synapses
ACS NanoJinpyo Hong, Sung Jin An, Mun Seok Jeong
exaly

