Fixed point integer implementations for neural networks
US10803381B2 · kind B2 · utility
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25Claims
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Key dates
| Filing date | Sep 9, 2014 |
| Grant date | Oct 13, 2020 |
| Priority date | — |
| Expiry date | Mar 26, 2037 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG10L15/02
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Techniques related to implementing neural networks for speech recognition systems are discussed. Such techniques may include processing a node of the neural network by determining a score for the node as a product of weights and inputs such that the weights are fixed point integer values, applying a correction to the score based on a correction value associated with at least one of the weights, and generating an output from the node based on the corrected score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.