A Novel Single Neuron Perceptron with Universal Approximation and XOR Computation Properties

We propose a biologically motivated brain-inspired single neuron perceptron (SNP) with universal approximation and XOR computation properties. This computational model extends the input pattern and is based on the excitatory and inhibitory learning rules inspired from neural connections in the human...

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Detalles Bibliográficos
Autores principales: Lotfi, Ehsan, Akbarzadeh-T, M.-R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4020563/
https://www.ncbi.nlm.nih.gov/pubmed/24868200
http://dx.doi.org/10.1155/2014/746376

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4020563/
https://www.ncbi.nlm.nih.gov/pubmed/24868200
http://dx.doi.org/10.1155/2014/746376

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