Method and apparatus with neural network convolution operation
Grant
US12585913B2
Kind: B2
Mar 24, 2026
Assignee
Samsung Electronics Co., Ltd.
Inventors
Jinwoo Son, Changyong Son, Jaehyoung Yoo, Seohyung Lee, Sangil Jung, Changin Choi
Abstract
A processor-implemented neural network method includes: generating a first output line of an output feature map by performing a convolution operation between a first input line group of an input feature map and weight kernels; generating a first output of an operation block including the convolution operation based on the first output line; and storing the first output in a memory in which the input feature map is stored by overwriting the first output to a memory space of the memory.
CPC Classifications
G06N 3/04
G06N 3/08
G06N 3/0464
G06N 3/0475
G06N 3/0495
G06N 3/0499
G06N 3/0895
G06N 3/09
G06N 3/091
G06N 3/092
G06N 3/094
G06N 3/096
G06N 3/098
G06N 3/0985
Filing Date
2020-10-15
Application No.
17071063
Claims
29