Main Content

Modellierung und Vorhersage mit NARX und Time-Delay-Netzen

Lösung von Zeitreihenproblemen mit dynamischen neuronalen Netzen, einschließlich Netzen mit Feedback

Apps

Neural Net Time SeriesSolve nonlinear time series problem using dynamic neural networks

Funktionen

ntstoolOpen Neural Net Time Series app
viewView shallow neural network
timedelaynetTime delay neural network
narxnetNonlinear autoregressive neural network with external input
narnetNonlinear autoregressive neural network
layrecnetLayer recurrent neural network
distdelaynetDistributed delay network
trainTrain shallow neural network
gensimGenerate Simulink block for shallow neural network simulation
adddelayAdd delay to neural network response
removedelayRemove delay to neural network’s response
closeloopConvert neural network open-loop feedback to closed loop
openloopConvert neural network closed-loop feedback to open loop
ploterrhistPlot error histogram
plotinerrcorrPlot input to error time-series cross-correlation
plotregressionPlotten von linearer Regression
plotresponsePlot dynamic network time series response
ploterrcorrPlot autocorrelation of error time series
genFunctionGenerate MATLAB function for simulating shallow neural network

Beispiele und Gewusst wie

Grundlegendes Design

Skalierbarkeit und Effizienz des Trainings

Optimale Lösungen

Konzepte