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The neuroid: A novel and simplified neuron-model

Abstract:

In this paper we introduce a novel computational neuron-model, the Neuroid, which is based on three basic operations that are carried out by nerve cells to process the incoming information, such as comparison, and frequency pulse modulation-demodulation. The model was implemented using LabVIEW 10.0, in order to assign to each of these operations, an execution block (Virtual Instrument). The results of its implementation showed a very similar behavior to that exhibited by real neurons. Furthermore, due to its simplicity and low computational requirements, it is expected that the Neuroid can be used to create several software models of biological neural systems, either for research or teaching purposes. © 2012 IEEE.

Año de publicación:

2012

Keywords:

    Fuente:

    scopusscopus

    Tipo de documento:

    Conference Object

    Estado:

    Acceso restringido

    Áreas de conocimiento:

    • Red neuronal artificial

    Áreas temáticas:

    • Sistemas fisiológicos específicos de los animales
    • Fisiología humana
    • Ciencias de la computación

    Contribuidores:

    Ricardo SilvaRicardo Silva
    Mónica Karel HuertaMónica Karel Huerta
    Prada E.Prada E.
    Castillo C.Castillo C.