- 专利标题： System and method of deploying an artificial neural network on a target device
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申请号： US16164964申请日： 2018-10-19
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公开(公告)号： US11531877B2公开(公告)日： 2022-12-20
- 发明人: Youtao Zhang , Lei Zhao , Jun Yang , Shuai Ding
- 申请人： University of Pittsburgh—Of the Commonwealth System of Higher Education
- 申请人地址： US PA Pittsburgh
- 专利权人： University of Pittsburgh—Of the Commonwealth System of Higher Education
- 当前专利权人： University of Pittsburgh—Of the Commonwealth System of Higher Education
- 当前专利权人地址： US PA Pittsburgh
- 代理机构： Eckert Seamans Cherin & Mellott, LLC
- 代理商 Philip E. Levy
- 主分类号： G06N3/08
- IPC分类号： G06N3/08 ; G06N3/10
摘要：
A method of deploying a neural network on a target device method includes extracting a number of device dependent error masks from the target device, using the number of device dependent error masks in a training phase of the neural network to generate a device dependent weight matrix for the neural network, and storing the device dependent weight matrix in the target device for use by the target device to perform inference tasks using the neural network.
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