公开(公告)号：US09916531B1

公开(公告)日：2018-03-13

申请号：US15629981

申请日：2017-06-22

Applicant: INTEL CORPORATION

Inventor： Zoran Zivkovic ,  Barry de Bruin

IPC: G06N3/08 ,  G06N3/04 ,  H04N19/126

CPC classification number: G06N3/08 ,  G06N3/04 ,  G06N3/0454 ,  G06N3/063 ,  H04N19/126

Abstract: An apparatus is described herein. The apparatus comprises an accumulator, a controller, and a convolutional neural network. The accumulator is to accumulate a plurality of values within a predetermined bit width. The controller is to determine a parameter quantization and a data quantization. The convolutional neural network is adapted to the data quantization, wherein a quantization point is selected based on the parameter quantization, data quantization, and accumulator bit width.