METHOD FOR VISUALIZING NEURAL NETWORK MODELS

Patent №

US 10,936,938

Granted

2021-03-02

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15857587

A method for providing a graphical visualization of a neural network to a user is provided. The method includes generating the graphical visualization of the neural network at least in part by: representing layers of the neural network as respective three-dimensional blocks, wherein at least a first dimension of a given block is proportional to a computational complexity of a layer of the neural network represented by the given block; and representing data flows between the layers of the neural network as respective three-dimensional structures connecting blocks representing the layers of the neural network, wherein a first dimension of a given structure is proportional to each of a first dimension and a second dimension of a data flow represented by the given structure. The method also includes displaying the graphical visualization of the neural network to the user.

Machine learningVisionAI hardwareG06N 3/04G06F 16/904G06N 3/045G06N 3/0464G06N 3/105

AI classification

Machine learning1.00
AI hardware1.00
Vision0.89
Knowledge representation0.02
Natural language0.00
Evolutionary computation0.00
Planning0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 549620795

Assignors

FENG, MINWEI, REN, YUFEI, WANG, YANDONG, ZHANG, LI, ZHANG, WEI

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

From the same owner

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