Title:
計算機システム
Document Type and Number:
Japanese Patent JP7036689
Kind Code:
B2
Abstract:
To perform pooling processing in a convolution operation on a graph.SOLUTION: A computer system executes a convolution neural network on a graph. The convolution neural network on the graph includes one or more convolution layers and one or more pooling layers. One or more processors update a value of each node by a convolution operation based on a kernel having the size of a prescribed hop number in each convolution layer, and update a value of each node by pooling processing based on the value of each node and a node within the pooling range of the prescribed hop number from each node in each pooling layer. The size of a kernel of a convolution layer of a subsequent stage of the pooling layer is larger than the size of a kernel of a convolution layer of a front stage.SELECTED DRAWING: Figure 9
More Like This:
Inventors:
Fukuda Koji
Application Number:
JP2018151323A
Publication Date:
March 15, 2022
Filing Date:
August 10, 2018
Export Citation:
Assignee:
株式会社日立製作所
International Classes:
G06N3/04
Domestic Patent References:
| JP2019056960A |
Foreign References:
| US20190122111 | ||||
| US20190087509 |
Attorney, Agent or Firm:
Fujio Patent Office