Invention Grant
- Patent Title: Method and computational tool for determining transfer functions between pairs of successive layers of a neural network
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Application No.: US16917414Application Date: 2020-06-30
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Publication No.: US11593664B2Publication Date: 2023-02-28
- Inventor: Laurent Folliot , Pierre Demaj , Emanuele Plebani
- Applicant: STMicroelectronics S.r.l. , STMicroelectronics (Rousset) SAS
- Applicant Address: IT Agrate Brianza; FR Rousset
- Assignee: STMicroelectronics S.r.l.,STMicroelectronics (Rousset) SAS
- Current Assignee: STMicroelectronics S.r.l.,STMicroelectronics (Rousset) SAS
- Current Assignee Address: IT Agrate Brianza; FR Rousset
- Agency: Slater Matsil, LLP
- Priority: EP19290051 20190710
- Main IPC: G06N3/10
- IPC: G06N3/10 ; G06N3/04 ; G06N3/08

Abstract:
A method can be performed prior to implementation of a neural network by a processing unit. The neural network comprising a succession of layers and at least one operator applied between at least one pair of successive layers. A computational tool generates an executable code intended to be executed by the processing unit in order to implement the neural network. The computational tool generates at least one transfer function between the at least one pair of layers taking the form of a set of pre-computed values.
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