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Artificial neural networks (ANNs) are a broad class of computational models loosely based on biological neural networks. They encompass feedforward NNs (including "deep" NNs), convolutional NNs, recurrent NNs, etc.

15 votes

Validation Error less than training error?

my 2 cents: I also had the same problem even without having dropout layers. In my case - batch-norm layers were the culprits. When I deleted them - training loss became similar to validation loss. Pr …
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