| DOI | Trouver le DOI : https://doi.org/10.1109/IJCNN.2009.5178731 |
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| Auteur | Rechercher : Barton, Alan J.1; Rechercher : Valdes, Julio J.1; Rechercher : Orchard, Robert1 |
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| Affiliation | - Conseil national de recherches du Canada. Institut de technologie de l'information du CNRC
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| Format | Texte, Article |
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| Conférence | 2009 International Joint Conference on Neural Networks, IJCNN 2009, June 14-19, 2009, Atlanta, GA USA |
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| Résumé | A neural network classifier is sought. Classical neural network neurons are aggregations of a weight multiplied by an input value and then controlled via an activation function. This paper learns everything within the neuron using a variant of genetic programming called gene expression programming. That is, this paper does not explicitly use weights or activation functions within a neuron, nor bias nodes within a layer. Promising preliminary results are reported for a study of the detection of underground caves (a 1 class problem) and for a study of the interaction of water and minerals near a glacier in the Arctic (a 5 class problem). |
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| Date de publication | 2009-07-31 |
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| Maison d’édition | IEEE |
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| Dans | |
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| Langue | anglais |
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| Publications évaluées par des pairs | Oui |
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| Numéro NPARC | 23005057 |
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| Exporter la notice | Exporter en format RIS |
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| Signaler une correction | Signaler une correction (s'ouvre dans un nouvel onglet) |
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| Identificateur de l’enregistrement | be2de4a7-2607-4098-ac65-58bda4081cdd |
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| Enregistrement créé | 2019-02-20 |
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| Enregistrement modifié | 2020-04-16 |
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