The objective function is the entire function the network is training toward, i.e. in a classification task it's the correct mapping of images to labels. The id

The objective function is the entire function the network is training toward, i.e. in a classification task it's the correct mapping of images to labels. The idea here is that real brains also optimize their weights to compute certain useful objective functions.