公开(公告)号：US11593609B2

公开(公告)日：2023-02-28

申请号：US16794062

申请日：2020-02-18

申请人： STMICROELECTRONICS S.R.L. ,  STMICROELECTRONICS INTERNATIONAL N.V.

发明人： Giuseppe Desoli ,  Carmine Cappetta ,  Thomas Boesch ,  Surinder Pal Singh ,  Saumya Suneja

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

摘要： 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：US11880759B2

公开(公告)日：2024-01-23

申请号：US18172979

申请日：2023-02-22

申请人： STMICROELECTRONICS S.r.l. ,  STMicroelectronics International N.V.

发明人： Giuseppe Desoli ,  Carmine Cappetta ,  Thomas Boesch ,  Surinder Pal Singh ,  Saumya Suneja

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

CPC分类号： G06N3/045 ,  G06F16/2282 ,  G06F18/217 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08

摘要： 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.