Predicting high-dimensional heterogeneous time series employing generalized local states
Sebastian Baur, Christoph Räth · Physical Review Research · 2021
The authors introduce the concept of generalized local states, a method to define similarity-distances between arbitrary time series. They demonstrate its capabilities for the prediction of complex, high-dimensional data using the reservoir computing paradigm.