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US 2023/0054360 A1Published application
Machine learning consolidation
AssigneeRaytheon Company
InventorJohn E. Mixter
Life of this patent
Estimating the term…
Abstract
A machine learning system identifies functions that have similar weighted values, and the system determines a representative weighted value for these functions. The system then calculates a summation of the input values for the functions, and multiplies the summation by the representative weighted value, which generates an output for the functions.
Claims20
A process comprising:
- identifying functions in a machine learning algorithm that comprise similar weighted values;
- determining a representative weighted value for the functions;
- calculating a summation of a plurality of input values for the functions;
- and
- multiplying the summation by the representative weighted value, thereby generating an output for the functions.
2 more elements
A non-transitory machine-readable medium comprising instructions that when executed by a processor execute a process comprising:
- identifying functions in a machine learning algorithm that comprise similar weighted values;
- determining a representative weighted value for the functions;
- calculating a summation of a plurality of input values for the functions;
- and
- multiplying the summation by the representative weighted value, thereby generating an output for the functions.
2 more elements
A system comprising:
- a computer processor;
- and
- a computer memory coupled to the computer processor;
- wherein the computer processor and computer memory are operable for:
- identifying functions in a machine learning algorithm that comprise similar weighted values;
- determining a representative weighted value for the functions;
- calculating a summation of a plurality of input values for the functions;
- and
- multiplying the summation by the representative weighted value, thereby generating an output for the functions.
6 more elements
Dependencies are inferred from the claim text.