Cochlear implant MAP optimization with use of a genetic...

Surgery: light – thermal – and electrical application – Light – thermal – and electrical application – Electrical therapeutic systems

Reexamination Certificate

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C600S559000

Reexamination Certificate

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06879860

ABSTRACT:
A method for fitting a cochlear implant to a patient. A genetic algorithm operates to generate successive generations of multiple groups of values for a parameter subset, and patient feedback during execution of the genetic algorithm determines the multiple groups of subset values in successive generations. In each generation, half of the groups of values for the parameter subset are selected and used to determine the groups of values for the next generation. Values for the parameters not included in the subset are selected by any traditional method that does not use a genetic algorithm. In one illustrative embodiment of the invention, there are only three parameters in the subset that are selected by a genetic algorithm—parameters relating to rate, number of channels and filtering characteristics.

REFERENCES:
patent: 4953112 (1990-08-01), Widin et al.
patent: 6157861 (2000-12-01), Faltys et al.
Forrest, Stephanie, “Genetic Algorithms: Principles of Natural Selection Applied to Computation”, Science, Aug. 13, 1993, vol. 281(5123), pp 872-878.
Takagi, Hideyuki, “Interactive Evolutionary Computation: Fusion of the Capabillities of EC Optimization and Human Evaluation”, Proceedings of the IEEE, Sep. 2001, vol. 89, No. 9, pp. 1275-1296.

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