Method and device for student training networks with teacher networks
US12367390B2 · kind B2 · utility
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18Claims
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Key dates
| Filing date | Mar 27, 2023 |
| Grant date | Jul 22, 2025 |
| Priority date | — |
| Expiry date | Sep 19, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/10
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method and device for training a neural network are disclosed. The method comprises: selecting, by a training device, a teacher network performing the same functions of a student network; and iteratively training the student network and obtaining a target network, through aligning distributions of features between a first middle layer and a second middle layer corresponding to the same training sample data, so as to transfer knowledge of features of a middle layer of the teacher network to the student network.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.