Hello Abdelwahab,
As of now it is not possible to train ‘timedelaynet’ using ‘trainNetwork’. If you are interested in using ‘trainNetwork’, it might be better to model your data using ‘LSTM’ or ‘GRU’ networks which are supported by ‘trainNetwork’.
Please refer to this link for examples on time series analysis using our deep learning API:
Other possible work around to use ‘trainNetwork’ would be to design custom training loop for ‘timedelaynet’ and use ‘Adam’ optimiser in the training.
Please refer to this link for example on custom training loop:
