公开(公告)号：US20240054328A1

公开(公告)日：2024-02-15

申请号：US18144810

申请日：2023-05-08

Applicant: DeepMind Technologies Limited

Inventor： Yujia Li ,  Christopher James Dyer ,  Oriol Vinyals

IPC: G06N3/047 ,  G06F16/901 ,  G06F17/18 ,  G06N3/08 ,  G06N3/045

CPC classification number: G06N3/047 ,  G06F16/9024 ,  G06F17/18 ,  G06N3/08 ,  G06N3/045

Abstract: There is described a neural network system for generating a graph, the graph comprising a set of nodes and edges. The system comprises one or more neural networks configured to represent a probability distribution over sequences of node generating decisions and/or edge generating decisions, and one or more computers configured to sample the probability distribution represented by the one or more neural networks to generate a graph.

公开(公告)号：US20200279151A1

公开(公告)日：2020-09-03

申请号：US16759525

申请日：2018-10-29

Applicant: DEEPMIND TECHNOLOGIES LIMITED

Inventor： Yujia Li ,  Christopher James Dyer ,  Oriol Vinyals

IPC: G06N3/04 ,  G06N3/08 ,  G06F16/901 ,  G06F17/18

Abstract: There is described a neural network system for generating a graph, the graph comprising a set of nodes and edges. The system comprises one or more neural networks configured to represent a probability distribution over sequences of node generating decisions and/or edge generating decisions, and one or more computers configured to sample the probability distribution represented by the one or more neural networks to generate a graph.