Deep Learning, Neural, Neural Networks, Recurrent Neural Network, AI.
training deep RNNs was difficult because of the disappearing gradient issue, which limited their application. This challenge led to a temporary decline in interest in RNNs, until the advent of Long Short Term Memory networks & Gated Recurrent Units in the mid-2000s, which addressed the disappearing