Effective network compression using simulation-guided iterative pruning
US12430557B2 · kind B2 · utility
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Key dates
| Filing date | Dec 13, 2018 |
| Grant date | Sep 30, 2025 |
| Priority date | — |
| Expiry date | Sep 30, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/0495
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The effective network compression using simulation-guided iterative pruning according to various embodiments, can be configured so that, by means of an electronic device, a first neural network is pruned on the basis of a threshold value, a second neural network is generated, a gradient for each weighted value of the second neural network is calculated, and a third neural is acquired by applying the gradient to the first neural network.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.