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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...

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Detalles Bibliográficos
Autores principales: Gómez-Flores, Wilfrido, Sossa-Azuela, Juan Humberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
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