Olfactory predictions using neural networks
OwnerBrendan Shillingford, Jakob Nicolaus Foersterinventors
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Abstract
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating olfactory predictions using neural networks. One of the methods includes receiving scene data characterizing a scene in an environment; processing the scene data using a representation neural network to generate a representation of the scene; and processing the representation of the scene using a prediction neural network to generate as output an olfactory prediction that characterizes a predicted smell of the scene at a particular observer location.
Claims20
A method performed by one or more computers, the method comprising:
- receiving scene data characterizing a scene in an environment;
- processing the scene data using a representation neural network to generate a representation of the scene;
- and
- processing the representation of the scene using a prediction neural network to generate as output an olfactory prediction that characterizes a predicted smell of the scene at a particular observer location.
A system comprising one or more computers and one or more storage devices storing instructions that when executed by the one or more computers cause the one or more computers to perform operations comprising:
- receiving scene data characterizing a scene in an environment;
- processing the scene data using a representation neural network to generate a representation of the scene;
- and
- processing the representation of the scene using a prediction neural network to generate as output an olfactory prediction that characterizes a predicted smell of the scene at a particular observer location.
One or more non-transitory computer-readable storage media storing instructions that when executed by one or more computers cause the one or more computers to perform operations comprising:
- receiving scene data characterizing a scene in an environment;
- processing the scene data using a representation neural network to generate a representation of the scene;
- and
- processing the representation of the scene using a prediction neural network to generate as output an olfactory prediction that characterizes a predicted smell of the scene at a particular observer location.
Dependencies are inferred from the claim text.