Before revision:  We studied whether a recurrent neural network with Long Short-Term Memory units can mimic a central aspect of human sentence processing, namely the handling of long-distance agreement dependencies.
After revision:  We studied whether a modern artificial neural network trained with "deep learning" methods mimics a central aspect of human sentence processing, namely the handling of long-distance agreement dependencies.