Augmented generalized deep learning with special vocabulary
US10540959B1 · kind B1 · utility
3Cited by
30References
20Claims
0Family size
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Key dates
| Filing date | Dec 26, 2018 |
| Grant date | Jan 21, 2020 |
| Priority date | — |
| Expiry date | Dec 26, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG10L2015/081
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Systems and methods are disclosed for customizing a neural network for a custom dataset, when the neural network has been trained on data from a general dataset. The neural network may comprise an output layer including one or more nodes corresponding to candidate outputs. The values of the nodes in the output layer may correspond to a probability that the candidate output is the correct output for an input. The values of the nodes in the output layer may be adjusted for higher performance when the neural network is used to process data from a custom dataset.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.