Deepmind Technologies Limited

Hasuk Song

Razvan Pascanu

Maxwell Elliot Jaderberg

Jack William Rae

Peter William Battaglia

Siddhant Jayakumar

Emilio Parisotto

Andrea Tacchetti

Caglar Gulcehre

Vinicius Zambaldi

A system including an attention neural network that is configured to receive an input sequence and to process the input sequence to generate an output is described. The attention neural network includes: an attention block configured to receive a query input, a key input, and a value input that are derived from an attention block input. The attention block includes an attention neural network layer configured to: receive an attention layer input derived from the query input, the key input, and the value input, and apply an attention mechanism to the query input, the key input, and the value input to generate an attention layer output for the attention neural network layer; and a gating neural network layer configured to apply a gating mechanism to the attention block input and the attention layer output of the attention neural network layer to generate a gated attention output.

Gated attention neural networks

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London, United Kingdom

Hasuk Song