公开(公告)号：US20230206032A1

公开(公告)日：2023-06-29

申请号：US18172979

申请日：2023-02-22

Applicant: STMICROELECTRONICS S.r.l. ,  STMicroelectronics International N.V.

Inventor： Giuseppe DESOLI ,  Carmine CAPPETTA ,  Thomas BOESCH ,  Surinder Pal SINGH ,  Saumya SUNEJA

IPC: G06N3/045 ,  G06F16/22 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08 ,  G06F18/21

CPC classification number: G06N3/045 ,  G06F16/2282 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08 ,  G06F18/217

Abstract: Embodiments of an electronic device include an integrated circuit, a reconfigurable stream switch formed in the integrated circuit along with a plurality of convolution accelerators and a decompression unit coupled to the reconfigurable stream switch. The decompression unit decompresses encoded kernel data in real time during operation of convolutional neural network.

公开(公告)号：US20210256346A1

公开(公告)日：2021-08-19

申请号：US16794062

申请日：2020-02-18

Applicant: STMICROELECTRONICS S.R.L. ,  STMICROELECTRONICS INTERNATIONAL N.V.

Inventor： Giuseppe DESOLI ,  Carmine CAPPETTA ,  Thomas BOESCH ,  Surinder Pal SINGH ,  Saumya SUNEJA

IPC: G06N3/04 ,  G06N3/063 ,  G06F16/22 ,  G06N3/08 ,  G06K9/62

Abstract: Embodiments of an electronic device include an integrated circuit, a reconfigurable stream switch formed in the integrated circuit along with a plurality of convolution accelerators and a decompression unit coupled to the reconfigurable stream switch. The decompression unit decompresses encoded kernel data in real time during operation of convolutional neural network.