专利检索 ap:("International Business Machines Corporation") AND inv:"Ruichi Yu" 第 1 页

1.

发明授权
Pruning redundant neurons and kernels of deep convolutional neural networks 有权

公开(公告)号：US11093832B2

公开(公告)日：2021-08-17

申请号：US15788523

申请日：2017-10-19

申请人： International Business Machines Corporation

发明人： Chun-Fu Chen , Jui-Hsin Lai , Ching-Yung Lin , Guangnan Ye , Ruichi Yu

IPC分类号： G06N3/08 , G06N3/04

摘要： Method and apparatus for optimizing a convolutional neural network (CNN). A respective measure of importance is calculated for each of a plurality of elements within a CNN. A first one of the measures of importance is calculated by back propagating a second one of the measures of importance through the CNN. One or more of the plurality of elements is pruned from the CNN, based on the calculated measures of importance.