DeepMind Technologies Limited patent applications on October 24th, 2024
Patent Applications by DeepMind Technologies Limited on October 24th, 2024
DeepMind Technologies Limited: 1 patent applications
DeepMind Technologies Limited has applied for patents in the areas of G06N3/08 (1), G06N3/04 (1) G06N3/08 (1)
With keywords such as: latent, input, data, item, encoder, discrete, vector, embedding, output, and methods in patent application abstracts.
Patent Applications by DeepMind Technologies Limited
Inventor(s): Koray Kavukcuoglu of London (GB) for deepmind technologies limited, Aaron Gerard Antonius van den Oord of London (GB) for deepmind technologies limited, Oriol Vinyals of London (GB) for deepmind technologies limited
IPC Code(s): G06N3/08, G06N3/04
CPC Code(s): G06N3/08
Abstract: methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating discrete latent representations of input data items. one of the methods includes receiving an input data item; providing the input data item as input to an encoder neural network to obtain an encoder output for the input data item; and generating a discrete latent representation of the input data item from the encoder output, comprising: for each of the latent variables, determining, from a set of latent embedding vectors in the memory, a latent embedding vector that is nearest to the encoded vector for the latent variable.
DeepMind Technologies Limited patent applications on October 24th, 2024
