Before revision:  Furthermore, the best performing RNNs in machine learning have gating interactions. Thus, gating interactions are beneficial for information processing and learning tasks. We develop a dynamical mean-field theory (DMFT) of gating to understand the dynamical regimes produced by gating .
After revision:  Furthermore, the best performing RNNs in machine learning . Here, we develop a dynamical mean-field theory (DMFT) of gating to understand the dynamical regimes produced by gating .