#long short-term memory

Understanding Long Short-Term Memory

A deep dive into the foundational paper "Long Short-Term Memory" by S. Hochreiter and J. Schmidhuber, which introduced the LSTM architecture. We'll explore the motivation behind the model, its mathematical foundations and core intuitions, as well as its properties, achievements, and relevance today.