- 专利标题： Vector quantization decoding hardware unit for real-time dynamic decompression for parameters of neural networks
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申请号： US18172979申请日： 2023-02-22
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公开(公告)号： US11880759B2公开(公告)日： 2024-01-23
- 发明人: Giuseppe Desoli , Carmine Cappetta , Thomas Boesch , Surinder Pal Singh , Saumya Suneja
- 申请人： STMICROELECTRONICS S.r.l. , STMicroelectronics International N.V.
- 申请人地址： IT Agrate Brianza
- 专利权人： STMICROELECTRONICS S.r.l.,STMicroelectronics International N.V.
- 当前专利权人： STMICROELECTRONICS S.r.l.,STMicroelectronics International N.V.
- 当前专利权人地址： IT Agrate Brianza; CH Geneva
- 代理机构： Seed IP Law Group LLP
- 主分类号： G06N3/045
- IPC分类号： G06N3/045 ; G06F16/22 ; G06N3/04 ; G06N3/063 ; G06N3/08 ; G06F18/21
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.
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