Artificial neural network classification of Drosophila courtship song mutants.

doi:10.1007/BF00204113

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Article

Artificial neural network classification of Drosophila courtship song mutants.

Biological cybernetics - 1 Jan 1992

Neumann E K, Wheeler D A, Bernstein A S, Burnside J W, Hall J C

Abstract excerpt

Courtship songs produced by Drosophila males--wild-type, plus the cacophony and dissonance behavioral mutants--were examined with the aid of newly developed strategies for adaptive acoustic analysis and classification. This system used several techniques involving artificial neural networks (a.k.a. parallel distributed processing), including learned vector quantization of signals and non-linear adaption...

Topics

Algorithms
Animals
Drosophila
Male
Mathematics
Multivariate Analysis
Mutation
Neural Networks, Computer
Sexual Behavior, Animal
Signal Processing, Computer-Assisted
Vocalization, Animal

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