GRUs: Gated Recurrent Units
A deep dive into the GRU architecture, its update and reset gates, and how it compares to LSTM.
3 docs tagged with "sequence-modeling"
View all tagsLSTMs: Long Short-Term Memory
A deep dive into the LSTM architecture, cell states, and the gating mechanisms that prevent vanishing gradients.
RNN Basics: Neural Networks with Memory
An introduction to Recurrent Neural Networks, hidden states, and processing sequential data.