Invention Grant
- Patent Title: Vector quantization decoding hardware unit for real-time dynamic decompression for parameters of neural networks
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Application No.: US16794062Application Date: 2020-02-18
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Publication No.: US11593609B2Publication Date: 2023-02-28
- Inventor: Giuseppe Desoli , Carmine Cappetta , Thomas Boesch , Surinder Pal Singh , Saumya Suneja
- Applicant: STMICROELECTRONICS S.R.L. , STMICROELECTRONICS INTERNATIONAL N.V.
- Applicant Address: IT Agrate Brianza; CH Geneva
- Assignee: STMICROELECTRONICS S.R.L.,STMICROELECTRONICS INTERNATIONAL N.V.
- Current Assignee: STMICROELECTRONICS S.R.L.,STMICROELECTRONICS INTERNATIONAL N.V.
- Current Assignee Address: IT Agrate Brianza; CH Geneva
- Agency: Seed IP Law Group LLP
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06F16/22 ; G06K9/62 ; G06N3/063 ; G06N3/08
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.
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