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Neurofuzzy technologies (1994)

Altrock, Constantin von

Bradford : Emerald

Sensor review 14 (1994), S. 15-17

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ISSN: 0260-2288

Source: Emerald Fulltext Archive Database 1994-2005

Topics: Electrical Engineering, Measurement and Control Technology

Notes: Examines a successful method which has been developed for integratingneural nets and fuzzy logic. Outlines the background of fuzzy logic andneural net design techniques, highlighting their strengths and weaknesses.Describes the importance of the error back propagation algorithm in neuralnet applications and how the difficulties of applying it to a fuzzy logicsystem were overcome in the NueuroFuzzy Module by using an extended fuzzylogic inference method that employs so-called fuzzy associative memories[FAMs]. Describes the development steps of NeuroFuzzy systems and gives anexample application of such a system to reduce water and energy consumptionof washing machines. Concludes with other applications for NeuroFuzzysystems, including the optimization of a biological fermentation process andspeaker-independent speech recognition.

Type of Medium: Electronic Resource

URL: http://dx.doi.org/10.1108/EUM0000000004240

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