Recurrent neural network

A special type of neural network with loops, like a tapestry of memories, designed to process sequences of data and capture the intricate patterns that unfold over time, much like the mind recalling a melody or a story.

Example

A common application of recurrent neural networks is in natural language processing, such as machine translation. Given a sentence in one language, the recurrent neural network can analyze the sequence of words, capture the grammatical structure and context, and generate a translated sentence in the target language that conveys the same meaning.