Recurrent network classifier for ultrafast skyrmion dynamics

A. Y. Deviatov, I. A. Iakovlev, V. V. Mazurenko

By using the supervised learning we train a recurrent neural network to recognize and classify ultrafast magnetization processes realized in two-dimensional nanosystems with Dzyalo…