Summary: Understanding Long Short-Term Memory Networks
Learn the structure and function of Long Short-Term Memory networks, including gates and states. Understand how LSTMs handle long-term dependencies better than RNNs, and discover techniques for enhancing LSTM performance like greedy sampling, beam search, word vector integration, BiLSTMs, and variants such as peephole connections and GRUs.
We'll cover the following...
We'll cover the following...
In this chapter, we learned about LSTM networks. First, we discussed what an LSTM is and its high-level architecture. We also delved into the detailed ...