Ontology highlight
ABSTRACT:
SUBMITTER: Lopez-Vazquez G
PROVIDER: S-EPMC6458934 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
López-Vázquez G G Ornelas-Rodriguez M M Espinal A A Soria-Alcaraz J A JA Rojas-Domínguez A A Puga-Soberanes H J HJ Carpio J M JM Rostro-Gonzalez H H
Computational intelligence and neuroscience 20190328
This paper presents a grammatical evolution (GE)-based methodology to automatically design third generation artificial neural networks (ANNs), also known as spiking neural networks (SNNs), for solving supervised classification problems. The proposal performs the SNN design by exploring the search space of three-layered feedforward topologies with configured synaptic connections (weights and delays) so that no explicit training is carried out. Besides, the designed SNNs have partial connections b ...[more]