Invention Grant
- Patent Title: Method and apparatus for randomized verification of neural nets
- Patent Title (中): 用于神经网络随机验证的方法和装置
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Application No.: US10803872Application Date: 2004-03-18
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Publication No.: US07937343B2Publication Date: 2011-05-03
- Inventor: Radoslaw Romuald Zakrzewski
- Applicant: Radoslaw Romuald Zakrzewski
- Applicant Address: US VT Vergennes
- Assignee: Simmonds Precision Products, Inc.
- Current Assignee: Simmonds Precision Products, Inc.
- Current Assignee Address: US VT Vergennes
- Agency: Muirhead and Saturnelli, LLC
- Main IPC: G06E1/00
- IPC: G06E1/00 ; G06E3/00 ; G06F15/18 ; G06G7/00
Abstract:
Described are techniques for using statistical analysis to reduce the number of samples required in accordance with statistical analysis confidence intervals to verify correctness of a component. These techniques may be used in verification of a neural network or other hardware or software component.
Public/Granted literature
- US20040210417A1 Method and apparatus for randomized verification of neural nets Public/Granted day:2004-10-21
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