VISUALIZING CONVOLUTIONAL NEURAL NETWORKS

Patent №

US 10,192,001

Granted

2019-01-29

Filed 2017

Owner

NORTH CAROLINA STATE UNIVERSITY

+1 more

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15725026

Convolutional neural networks can be visualized. For example, a graphical user interface (GUI) can include a matrix of symbols indicating feature-map values that represent a likelihood of a particular feature being present or absent in an input to a convolutional neural network. The GUI can also include a node-link diagram representing a feed forward neural network that forms part of the convolutional neural network. The node-link diagram can include a first row of symbols representing an input layer to the feed forward neural network, a second row of symbols representing a hidden layer of the feed forward neural network, and a third row of symbols representing an output layer of the feed forward neural network. Lines between the rows of symbols can represent connections between nodes in the input layer, the hidden layer, and the output layer of the feed forward neural network.

Machine learningVisionPlanningAI hardwareG06F 16/904G06F 16/26G06F 16/9024G06N 3/045G06N 3/0464G06N 3/0499G06N 3/08G06N 3/105+3 more

AI classification

Machine learning1.00
Vision1.00
AI hardware1.00
Planning0.97
Knowledge representation0.07
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

NORTH CAROLINA STATE UNIVERSITY

assignment · 438160804

SAS INSTITUTE INC.

assignment · 438170007

Assignors

LEEMAN-MUNK, SAMUEL PAUL, SETHI, SARATENDU, DEVARAJAN, RAVINDER, CAIRA, DAVID JAMES, BENSON, JORDAN RILEY, COX, JAMES ALLEN, LEWIS, LAWRENCE E., KABUL, MUSTAFA ONUR

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

© 2026 NYSGPT2525 LLC