GENERATING AND IDENTIFYING FUNCTIONAL SUBNETWORKS WITHIN STRUCTURAL NETWORKS

Patent №

US 11,615,285

Granted

2023-03-28

Filed 2018

Owner

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL)

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15864146

In one aspect, a method includes generating a functional subgraph of a network from a structural graph of the network. The structural graph comprises a set of vertices and structural connections between the vertices. Generating the functional subgraph includes identifying a directed functional edge of the functional subgraph based on presence of structural connection and directional communication of information across the same structural connection.

AI classification

AI hardware1.00
Knowledge representation0.90
Machine learning0.84
Planning0.64
Natural language0.03
Vision0.01
Evolutionary computation0.01
Speech0.00

Ownership

ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE (EPFL)

assignment · 447550008

Assignors

REIMANN, MICHAEL WOLFGANG, NOLTE, MAX CHRISTIAN, MARKRAM, HENRY, BELLWALD, KATHRYN PAMELA HESS, LEVI, RAN

On an employer assignment, the assignors are typically the inventors.

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