English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

Real-time prediction of signals is a task often encountered in controlproblems as well as by living systems. Here a model-free prediction approachbased on the coupling of a linear relaxation-delay system to a smooth,stationary signal is described. The resulting anticipatory relaxation dynamics(ARD) is a frequency-dependent predictor of future signal values. ARD not onlyapproximately predicts signals on average but can anticipate the occurrence ofsignal peaks, too. This can be explained by recognizing ARD as an input/outputsystem with negative group delay. It is completely characterized, including itsprediction horizon, by its analytically given frequency response function.

Signal prediction by anticipatory relaxation dynamics