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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