- 专利标题： Training of student neural network with teacher neural networks
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申请号： US16047526申请日： 2018-07-27
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公开(公告)号： US11741355B2公开(公告)日： 2023-08-29
- 发明人: Takashi Fukuda , Masayuki Suzuki , Osamu Ichikawa , Gakuto Kurata , Samuel Thomas , Bhuvana Ramabhadran
- 申请人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 申请人地址： US NY Armonk
- 专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人： INTERNATIONAL BUSINESS MACHINES CORPORATION
- 当前专利权人地址： US NY Armonk
- 代理机构： Tutunjian & Bitetto, P.C.
- 代理商 Randy Emilio Tejeda
- 主分类号： G06N3/08
- IPC分类号： G06N3/08 ; G06N3/045 ; G10L25/51 ; G10L15/02
摘要：
A student neural network may be trained by a computer-implemented method, including: inputting common input data to each teacher neural network among a plurality of teacher neural networks to obtain a soft label output among a plurality of soft label outputs from each teacher neural network among the plurality of teacher neural networks, and training a student neural network with the input data and the plurality of soft label outputs.
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