I have trainined a hybrid CNN/LSTM network to classification sequential data, in offline experiements it works very well.
In a live scenario it does not perform as well so i wanted to take the sequential sequences recorded during the live experiments and then combine this with the original dataset and retrain the model with the combined dataset.
Once I combined the old dataset with the new data i tried
newNet = trainNetwork(oldNet,XTrain,YTrain); & newNet = trainNetwork(oldNet,XTrain,YTrain,layers,options);
This gives me an error of too many input arguments
Is this possible?