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Modeling and Prediction with NARX and Time-Delay Networks

Solve time series problems using dynamic neural networks, including networks with feedback


Neural Net Time SeriesRisolvere i problemi delle serie temporali non lineari utilizzando reti neurali dinamiche


ntstoolApre l’app Neural Net Time Series
viewVisualizzazione della rete neurale superficiale
timedelaynetTime delay neural network
narxnetNonlinear autoregressive neural network with external input
narnetNonlinear autoregressive neural network
layrecnetRete neurale ricorrente a livelli
distdelaynetDistributed delay network
trainAddestra una rete neurale superficiale
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
plotregressionTraccia la regressione lineare
plotresponsePlot dynamic network time series response
ploterrcorrPlot autocorrelation of error time series
genFunctionGenerate MATLAB function for simulating shallow neural network

Esempi e istruzioni

Basic Design

Training Scalability and Efficiency

Optimal Solutions