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2004 | OriginalPaper | Buchkapitel

Phoneme Discrimination with Functional Multi-Layer Perceptrons

verfasst von : Brieuc Conan-Guez, Fabrice Rossi

Erschienen in: Classification, Clustering, and Data Mining Applications

Verlag: Springer Berlin Heidelberg

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In many situations, high dimensional data can be considered as sampled functions. We recall in this paper how to implement a Multi-Layer Perceptron (MLP) on such data by approximating a theoretical MLP on functions thanks to basis expansion. We illustrate the proposed method on a phoneme discrimination problem.

Metadaten
Titel
Phoneme Discrimination with Functional Multi-Layer Perceptrons
verfasst von
Brieuc Conan-Guez
Fabrice Rossi
Copyright-Jahr
2004
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-17103-1_16