Artificial neural network training
US12271806B2 · kind B2 · utility
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20Claims
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Key dates
| Filing date | Nov 8, 2019 |
| Grant date | Apr 8, 2025 |
| Priority date | — |
| Expiry date | Jun 2, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/0985
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An artificial neural network receives data for the inputs of a perceptron in the artificial neural network. The network determines an average of the data for each of the inputs of the perceptron, determines a standard deviation of the average for each of the inputs of the perceptron, and determines an average of the standard deviations for the perceptron. The network then sets a learning rate for the perceptron equal to the average of the standard deviations, and trains the artificial neural network using the learning rate for the perceptron.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.