A METHOD FOR VALIDATING A HARDWARE SYSTEM

Patent №

US 11,645,439

Granted

2023-05-09

Filed 2021

Owner

TECHNISCHE UNIVERSITAET WIEN

Lab

AI components

2

ml · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17415404

Disclosed is a method for validating a hardware system by a model thereof, which method comprises: providing reference structures and determining, in the model, sub-structures, each of which is structurally equivalent to one of the reference structures; extracting, from the model, input cones for each sub-structure; creating monopartite candidate graphs by mapping the bipartite sub-structure and the respective input cones to one of the candidate graphs; creating, for each candidate graph, a match vector, each dimension of the match vector comprising a count of occurrences, in the candidate graph, of a different one of predetermined graphlets; clustering, on the basis of similarity of the match vectors, the candidate graphs in clusters; and selecting, from each of the clusters, one candidate graph and determining a functional behaviour of the respective sub-structure of the selected candidate graph for validating the hardware system.

Machine learningAI hardwareG06F 30/33G06F 30/327G06F 30/3323

AI classification

Machine learning1.00
AI hardware0.86
Planning0.22
Natural language0.02
Knowledge representation0.02
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

TECHNISCHE UNIVERSITAET WIEN

assignment · 566120436

Assignors

KRIEG, CHRISTIAN

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

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