Augmented generalized deep learning with special vocabulary
US10210860B1 · kind B1 · utility
118Cited by
17References
20Claims
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Key dates
| Filing date | Aug 22, 2018 |
| Grant date | Feb 19, 2019 |
| Priority date | — |
| Expiry date | Aug 22, 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.