Meaning of Long Short-Term Memory (LSTM)

Simple definition

A type of RNN designed to capture long-term dependencies by overcoming the vanishing gradient problem.

How to use Long Short-Term Memory (LSTM) in a professional context

Used in speech recognition, text generation, and machine translation, where long sequences are essential.

Concrete example of Long Short-Term Memory (LSTM)

LSTMs are used in language translation systems to retain context from earlier words in a sentence.