Paragraph 190

Paragraph 190

Application: PER-12

Matter Number PER-12
Paragraph Number 190
Application Number
Reference Case 1 PER-12
Reference Case 2
Created 1/6/24, 10:03 PM
Modified 1/6/24, 10:03 PM
Id 15,030
Content
Deep learning can utilize multiple levels of representation, e.g. in an ANN. Higher-level, e.g. more abstract, parameters or data can be defined as generating lower-level parameters or data. With similarity learning, the learning system or machine can be given pairs of data that are considered similar and pairs of less similar data. It can then learn a similarity function or a distance metric function that can predict if new objects are similar.
Notes Added by DJM Jan 2024