Translations:Dropout/3/en
In large neural networks, neurons can develop complex co-adaptation patterns — groups of neurons that only function correctly in the presence of specific other neurons. This tight coupling makes the network brittle and prone to overfitting, since the learned features depend on the particular idiosyncrasies of the training data rather than capturing robust, general patterns.