Neural Networks Online Learning

I want to train a neural network in an online learning setting. That is, the training samples are obtained one by one rather than together. The samples are to be used for fitting a function and not for supervised classification.

Which MATLAB function would be the best to use for this problem to train the neural network? Could the "train" function with some changes in the train parameters be used?

Any help would be greatly appreciated. Thank you

Answer 1

[Greg Heath]

Use FITNET with ADAPT instead of TRAIN.

The commands HELP and DOC with FITNET and ADAPT will yield examples.

Hope this helps.

Thank you for formally accepting my answer

Greg