Recurrent Neural Network Intermediate

Recurrent Neural Network

Intermediate

Networks with recurrent connections for sequences; largely supplanted by Transformers for many tasks.

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Definition

Full Definition

Networks with recurrent connections for sequences; largely supplanted by Transformers for many tasks.

Keywords

sequence modeling

Domains

Neural Networks

Related Terms

Neural Network narrower than

A parameterized function composed of interconnected units organized in layers with nonlinear activations.

 LSTM narrower than

An RNN variant using gates to mitigate vanishing gradients and capture longer context.

 Neural Network related to

A parameterized function composed of interconnected units organized in layers with nonlinear activations.

 Convolutional Neural Network related to

Networks using convolution operations with weight sharing and locality, effective for images and signals.

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