incremental training (large data set)
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Is the following approach suitable for NN incremental learning in general?
for bn = 1:num_batches
inputs = <get batch bn inputs>;
targets = <get batch bn targets>;
net = train(net, inputs, targets);
Is there any recomanded method how to split large data set on a separate batches and how to perform validation and testing?
I will be happy for any relevant reference and/or matlab examples (tutorial).