2 papers
cond-mat.mtrl-sci2024
Improved Long-Term Prediction of Chaos Using Reservoir Computing Based on Stochastic Spin-Orbit Torque Devices
Cen Wang, Xinyao Lei, Kaiming Cai +2
Predicting chaotic systems is crucial for understanding complex behaviors, yet challenging due to their sensitivity to initial conditions and inherent unpredictability. Probabilist…
physics.app-ph2023
Stochastic spin-orbit-torque synapse and its application in uncertainty quantification
Cen Wang, Guang Zeng, Xinyu Wen +5
Stochasticity plays a significant role in the low-power operation of a biological neural network. In an artificial neural network (ANN), stochasticity also contributes to critical…