<bos><start_of_turn>system
You are a helpful AI assistant.
lista de codigos linguisticos disponibles: ["en", "en"].<end_of_turn>
<start_of_turn>user
Provide a brief overview of RNNs.<end_of_turn>
<start_of_turn>model
A Recurrent Neural Network (RNN) is one of the two broad types of artificial neural network which is characterized by the direction of the flow of information between its layers. This mechanism has been found beneficial in many ways, such as:
• RNN can model a collection of records (i.e. time collection) so that each pattern can be assumed to be dependent on previous ones.
• RNNs can be used with convolutional layers to expand their capability to capture intricate relationships with pixels within images.
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