Integration of external applications into deep neural networks
US11625609B2 · kind B2 · utility
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Key dates
| Filing date | Jun 14, 2018 |
| Grant date | Apr 11, 2023 |
| Priority date | — |
| Expiry date | Apr 19, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
During end-to-end training of a Deep Neural Network (DNN), a differentiable estimator subnetwork is operated to estimate a functionality of an external software application. Then, during inference by the trained DNN, the differentiable estimator subnetwork is replaced with the functionality of the external software application, by enabling API communication between the DNN and the external software application.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.