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Towards Dendrite Spherical Neurons for Pattern Classification
This paper introduces the Dendrite Spherical Neuron (DSN) as an alternative to the Dendrite Ellipsoidal Neuron (DEN), in which hyperspheres group the patterns from different classes instead of hyperellipses. The reasoning behind DSN is simplifying the computation of DEN architecture, where a centroi...
Autores principales: | Gómez-Flores, Wilfrido, Sossa-Azuela, Juan Humberto |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7297592/ http://dx.doi.org/10.1007/978-3-030-49076-8_2 |
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