. This recursive process allows the network to build a representation of everything it has seen up to that point.
A streamlined version of the LSTM that merges gates for efficiency while maintaining similar performance. Diverse Applications Recurrent Neural Networks Design And Applications
The Architecture of Memory: Design and Applications of Recurrent Neural Networks Recurrent Neural Networks Design And Applications
Since a video is just a sequence of images, RNNs are used to recognize actions (like "running" vs. "walking") by tracking movement over time. The Shift to Transformers Recurrent Neural Networks Design And Applications