公开(公告)号：US20190147322A1

公开(公告)日：2019-05-16

申请号：US16044163

申请日：2018-07-24

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Do-yun KIM ,  Han-young YIM ,  Byeoung-su KIM ,  Nak-woo SUNG ,  Jong-han LIM ,  Sang-hyuck HA

IPC: G06N3/04 ,  G06N3/08 ,  G06F17/18

Abstract: An artificial neural network (ANN) quantization method for generating an output ANN by quantizing an input ANN includes: obtaining second parameters by quantizing first parameters of the input ANN; obtaining a sample distribution from an intermediate ANN in which the obtained second parameters have been applied to the input ANN; and obtaining a fractional length for the sample distribution by quantizing the obtained sample distribution.